Conference Proceedings
2024
Ahamed Al Nahian, Brian Demsky: FlowProf: Profiling Multi-threaded Programs using Information-Flow. CC 2024: 137-149, March 2-3, 2024, Edinburgh, United Kingdom
Chen Ma, Ningfei Wang, Qi Alfred Chen, Chao Shen: SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples. AAAI 2024: 4062-4070, February 20-27, 2024, Vancouver, Canada
Nicholas Alonso, Jeffrey L. Krichmar, Emre Neftci: Understanding and Improving Optimization in Predictive Coding Networks. AAAI 2024: 10812-10820, February 20-27, 2024, Vancouver, Canada
2023
Yurun Song, Junchen Zhao, Spencer Koehler, Amir Abdullah, Ian G. Harris: PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning. EMNLP (Findings) 2023: 9481-9495, December 6-10, 2023, Singapore, Singapore
Weixiao Zhou, Gengyao Li, Xianfu Cheng, Xinnian Liang, Junnan Zhu, Feifei Zhai, Zhoujun Li: Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization. EMNLP (Findings) 2023: 6893-6908, December 6-10, 2023, Singapore, Singapore
Junyao Wang, Luke Chen, Mohammad Abdullah Al Faruque: DOMINO: Domain-Invariant Hyperdimensional Classification for Multi-Sensor Time Series Data. ICCAD 2023: 1-9, October 28 – November 2, 2023, San Francisco, CA, USA
Hamza Errahmouni Barkam, Sanggeon Yun, Hanning Chen, Paul Gensler, Albi Mema, Andrew Ding, George Michelogiannakis, Hussam Amrouch, Mohsen Imani: Reliable Hyperdimensional Reasoning on Unreliable Emerging Technologies. ICCAD 2023: 1-9, October 28 – November 2, 2023, San Francisco, CA, USA
Yang Ni, Hanning Chen, Prathyush Poduval, Zhuowen Zou, Pietro Mercati, Mohsen Imani: Brain-Inspired Trustworthy Hyperdimensional Computing with Efficient Uncertainty Quantification. ICCAD 2023: 1-9, October 28 – November 2, 2023, San Francisco, CA, USA
Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin: SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. ICCAD 2023: 1-9, October 28 – November 2, 2023, San Francisco, CA, USA
Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Sanggeon Yun, Calvin Yeung, Zhuowen Zou, Xun Jiao, Narayan Srinivasa, Mohsen Imani: Invited Paper: Hyperdimensional Computing for Resilient Edge Learning. ICCAD 2023: 1-8, October 28 – November 2, 2023, San Francisco, CA, USA
Jiyoung An, Esmerald Aliaj, Sang-Woo Jun: Barad-dur: Near-Storage Accelerator for Training Large Graph Neural Networks. PACT 2023: 225-237, October 21-25, 2023, Vienna, Austria
Jiaqi Bai, Hongcheng Guo, Jiaheng Liu, Jian Yang, Xinnian Liang, Zhao Yan, Zhoujun Li: GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking. CIKM 2023: 36-46, October 21-25, 2023, Birmingham, United Kingdom
Hanning Chen, Yeseong Kim, Elaheh Sadredini, Saransh Gupta, Hugo Latapie, Mohsen Imani: Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration. VLSI-SoC 2023: 1-6, October 16-18, 2023, Dubai, United Arab Emirates
Walaa Amer, Mariam Rakka, Rachid Karami, Minjun Seo, Mazen A. R. Saghir, Rouwaida Kanj, Fadi J. Kurdahi: Hardware Implementation and Evaluation of an Information Processing Factory. VLSI-SoC 2023: 1-6, October 16-18, 2023, Dubai, United Arab Emirates
Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang: Memory-Based Computing for Energy-Efficient AI: Grand Challenges. VLSI-SoC 2023: 1-8, October 16-18, 2023, Dubai, United Arab Emirates
Elahe Khatibi, Mahyar Abbasian, Iman Azimi, Sina Labbaf, Mohammad Feli, Jessica L. Borelli, Nikil D. Dutt, Amir M. Rahmani: Impact of COVID-19 Pandemic on Sleep Including HRV and Physical Activity as Mediators: A Causal ML Approach. BSN 2023: 1-4, October 9-11, 2023, Boston, MA, USA
Zhongqi Yang, Iman Azimi, Salar Jafarlou, Sina Labbaf, Jessica L. Borelli, Nikil D. Dutt, Amir M. Rahmani: Loneliness Forecasting Using Multi-modal Wearable and Mobile Sensing in Everyday Settings. BSN 2023: 1-4, October 9-11, 2023, Boston, MA, USA
Ruochen Jiao, Juyang Bai, Xiangguo Liu, Takami Sato, Xiaowei Yuan, Qi Alfred Chen, Qi Zhu: Learning Representation for Anomaly Detection of Vehicle Trajectories. IROS 2023: 9699-9706, October 1-5, 2023, Detroit, MI, USA
Junjie Shen, Yunpeng Luo, Ziwen Wan, Qi Alfred Chen: Lateral-Direction Localization Attack in High-Level Autonomous Driving: Domain-Specific Defense Opportunity via Lane Detection. IROS 2023: 9707-9713, October 1-5, 2023, Detroit, MI, USA
Tobias Fleck, Svetlana Pavlitska, Sven Nitzsche, Brian Pachideh, Federico Nicolás Peccia, Soikat Hasan Ahmed, Svea Marie Meyer, Mathis Richter, Kevin Broertjes, Emre Neftci, Jürgen Becker, Oliver Bringmann, J. Marius Zöllner: Low-Power Traffic Surveillance using Multiple RGB and Event Cameras: A Survey. ISC2 2023: 1-7, September 24-27, 2023, Bucharest, Romania
Davy P. Y. Wong, Pai H. Chou: TongueMendous: IR-Based Tongue-Gesture Interface with Tiny Machine Learning. iWOAR 2023: 4:1-4:8, September 21-22, 2023, Lübeck, Germany
Jiaqi Bai, Zhao Yan, Ze Yang, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li: KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation. ECML/PKDD (2) 2023: 525-542, September 18-22, 2023, Turin, Italy
Mohammad Abdullah Al Faruque, Muhammad Shafique: Message from the Program Chair. CODES+ISSS 2023: viii, September 17-22, 2023, Hamburg, Germany
Bryan Donyanavard, Nikil D. Dutt, Biswadip Maity, Parth Malani, Tiago Mück: Tutorial: MARS: A Framework for Runtime Monitoring, Modeling, and Management of Realtime Systems. CODES+ISSS 2023: 3-4, September 17-22, 2023, Hamburg, Germany
Vivek Govindasamy, Rainer Dömer: Instruction-Level Modeling and Evaluation of a Cache-Less Grid of Processing Cells. FDL 2023: 1-8, September 13-15, 2023, Turin, Italy
Liran Wang, Xunzhu Tang, Yichen He, Changyu Ren, Shuhua Shi, Chaoran Yan, Zhoujun Li: Delving into Commit-Issue Correlation to Enhance Commit Message Generation Models. ASE 2023: 710-722, September 11-15, 2023, Luxembourg, Luxembourg
Hanning Chen, Ali Zakeri, Fei Wen, Hamza Errahmouni Barkam, Mohsen Imani: HyperGRAF: Hyperdimensional Graph-Based Reasoning Acceleration on FPGA. FPL 2023: 34-41, September 4-8, 2023, Gothenburg, Sweden
Pere Vergés, Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau: Accelerating Permute and N-Gram Operations for Hyperdimensional Learning in Embedded Systems. RTCSA 2023: 253-260, August 30 – September 1, 2023, Niigata, Japan
Yiyang Du, Shi-Wei Zhang, Xianjie Wu, Zhao Yan, Yunbo Cao, Zhoujun Li: Read Then Respond: Multi-granularity Grounding Prediction for Knowledge-Grounded Dialogue Generation. ADMA (2) 2023: 291-306, August 21-23, 2023, Shenyang, China
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). IJCAI 2023: 6474-6479, August 19-25, 2023, Macao, SAR, China
Hui Peng, Zhihao Yao, Ardalan Amiri Sani, Dave Tian, Mathias Payer: GLeeFuzz: Fuzzing WebGL Through Error Message Guided Mutation. USENIX Security Symposium 2023: 1883-1899, August 9-11, 2023, Anaheim, CA, USA
Xiang Li, Chaoyi Lu, Baojun Liu, Qifan Zhang, Zhou Li, Haixin Duan, Qi Li: The Maginot Line: Attacking the Boundary of DNS Caching Protection. USENIX Security Symposium 2023: 3153-3170, August 9-11, 2023, Anaheim, CA, USA
Fan Yang, Jiacen Xu, Chunlin Xiong, Zhou Li, Kehuan Zhang: PROGRAPHER: An Anomaly Detection System based on Provenance Graph Embedding. USENIX Security Symposium 2023: 4355-4372, August 9-11, 2023, Anaheim, CA, USA
Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang: CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion. ISLPED 2023: 1-6, August 7-8, 2023, Vienna, Austria
Igor Nunes, Mike Heddes, Pere Vergés, Danny Abraham, Alexander V. Veidenbaum, Alex Nicolau, Tony Givargis: DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication. KDD 2023: 1758-1769, August 6-10, 2023, Long Beach, CA, USA
Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci: Interfacing Neuromorphic Hardware with Machine Learning Frameworks – A Review. ICONS 2023: 16:1-16:8, August 1-3, 2023, Santa Fe, NM, USA
Esmerald Aliaj, Alberto Krone-Martins, Joshua Garcia, Sang-Woo Jun: FarSlayer: Turnkey Acceleration of Legacy Software on Commodity FPGA Cards. ASAP 2023: 172-179, July 19-21, 2023, Porto, Portugal
Jiyoung An, Esmerald Aliaj, Sang-Woo Jun: PreCog: Near-Storage Accelerator for Heterogeneous CNN Inference. ASAP 2023: 45-52, July 19-21, 2023, Porto, Portugal
Niloofar Bahadori, Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia: SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split Computing. ICDCS 2023: 864-874, July 18-21, 2023, Hong Kong
Mohsen Imani, Yeseong Kim, Behnam Khaleghi, Justin Morris, Haleh Alimohamadi, Farhad Imani, Hugo Latapie: Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. ICDCS 2023: 511-522, July 18-21, 2023, Hong Kong
Zhe Zhou, Yanxiang Bi, Junpeng Wan, Yangfan Zhou, Zhou Li: Userspace Bypass: Accelerating Syscall-intensive Applications. OSDI 2023: 33-49, July 10-12, 2023
Bing Wang, Yan Gao, Zhoujun Li, Jian-Guang Lou: Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL. ACL (Findings) 2023: 5701-5714, July 9-14, 2023, Toronto, Canada
Yupeng Zhang, Shensi Wang, Peiguang Li, Guanting Dong, Sirui Wang, Yunsen Xian, Zhoujun Li, Hongzhi Zhang: Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task. ACL (Findings) 2023: 13139-13151, July 9-14, 2023, Toronto, Canada
Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque: SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Jingyao Zhang, Mohsen Imani, Elaheh Sadredini: BP-NTT: Fast and Compact in-SRAM Number Theoretic Transform with Bit-Parallel Modular Multiplication. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque: Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Nikil D. Dutt, Bryan Donyanavard: Lightning Talk: The New Era of Computational Cognitive Intelligence. DAC 2023: 1-2, July 9-13, 2023, San Francisco, CA, USA
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau: An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Hyunsei Lee, Jiseung Kim, Hanning Chen, Ariela Zeira, Narayan Srinivasa, Mohsen Imani, Yeseong Kim: Comprehensive Integration of Hyperdimensional Computing with Deep Learning towards Neuro-Symbolic AI. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Mohsen Imani: Lightning Talk: Bridging Neuro-Dynamics and Cognition. DAC 2023: 1-2, , July 9-13, 2023, San Francisco, CA, USA
Junyao Wang, Sitao Huang, Mohsen Imani: DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification. DAC 2023: 1-6, July 9-13, 2023, San Francisco, CA, USA
Junyao Wang, Hanning Chen, Mariam Issa, Sitao Huang, Mohsen Imani: Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection. DAC 2023: 1-2, July 9-13, 2023, San Francisco, CA, USA
Xiangguo Liu, Yunpeng Luo, Anthony Goeckner, Trishna Chakraborty, Ruochen Jiao, Ningfei Wang, Yixuan Wang, Takami Sato, Qi Alfred Chen, Qi Zhu: Invited: Waving the Double-Edged Sword: Building Resilient CAVs with Edge and Cloud Computing. DAC 2023: 1-4, July 9-13, 2023, San Francisco, CA, USA
Dongjoo Seo, Ping-Xiang Chen, Huaicheng Li, Matias Bjørling, Nikil D. Dutt: Is Garbage Collection Overhead Gone? Case study of F2FS on ZNS SSDs. HotStorage 2023: 102-108, July 9, 2023, Boston, MA, USA
Jeffrey Chen, Sang-Woo Jun: Myrmec: FPGA-Accelerated SmartNIC for Cost and Power Efficient IoT Sensor Networks. SAMOS 2023: 57-71, July 2-6, 2023, Samos, Greece
Marc Titus Trifan, Alexandru Nicolau, Alexander V. Veidenbaum: Enhancing the Privacy of Machine Learning via faster arithmetic over Torus FHE. CSCloud/EdgeCom 2023: 46-52, July 1-3, 2023, Xiangtan, Hunan, China
Yashuo Wu, Carla-Fabiana Chiasserini, Francesco Malandrino, Marco Levorato: Invited Paper: Enhancing Privacy in Federated Learning via Early Exit. ApPLIED@PODC 2023: 10:1-10:5, June 19, 2023, Orlando, FL, USA
Zhihao Yao, Seyed Mohammadjavad Seyed Talebi, Mingyi Chen, Ardalan Amiri Sani, Thomas E. Anderson: Minimizing a Smartphone’s TCB for Security-Critical Programs with Exclusively-Used, Physically-Isolated, Statically-Partitioned Hardware. MobiSys 2023: 233-246, June 18-22, 2023, Helsinki, Finland
Rajat Bhattacharjya, Biswadip Maity, Nikil D. Dutt: Locate: Low-Power Viterbi Decoder Exploration using Approximate Adders. ACM Great Lakes Symposium on VLSI 2023: 409-413, June 5-7, 2023, Knoxville, TN, USA
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes: Reconvergent Path-aware Simulation of Bit-stream Processing. ACM Great Lakes Symposium on VLSI 2023: 225-226, June 5-7, 2023, Knoxville, TN, USA
Mohsen Riahi Alam, M. Hassan Najafi, Nima TaheriNejad, Mohsen Imani, Lu Peng: Stochastic Computing for Reliable Memristive In-Memory Computation. ACM Great Lakes Symposium on VLSI 2023: 397-401, June 5-7, 2023, Knoxville, TN, USA
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes: Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines. ACM Great Lakes Symposium on VLSI 2023: 273-279, June 5-7, 2023, Knoxville, TN, USA
Yang Ni, Danny Abraham, Mariam Issa, Yeseong Kim, Pietro Mercati, Mohsen Imani: Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing. ACM Great Lakes Symposium on VLSI 2023: 449-453, June 5-7, 2023, Knoxville, TN, USA
Hadi Noureddine, Omar Bekdache, Mohamad Al Tawil, Rouwaida Kanj, Ali Chehab, Mohammed E. Fouda, Ahmed M. Eltawil: High-Density FeFET-based CAM Cell Design Via Multi-Dimensional Encoding. ACM Great Lakes Symposium on VLSI 2023: 403-407, June 5-7, 2023, Knoxville, TN, USA
Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque: EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. ICCPS 2023: 187-198, May 9-12, 2023, San Antonio, TX, USA
Wael Fatnassi, Haitham Khedr, Valen Yamamoto, Yasser Shoukry: BERN-NN: Tight Bound Propagation For Neural Networks Using Bernstein Polynomial Interval Arithmetic. HSCC 2023: 19:1-19:11, May 9-12, 2023, San Antonio, TX, USA
Yanan Guo, Takami Sato, Yulong Cao, Qi Alfred Chen, Yueqiang Cheng: Adversarial Attacks on Adaptive Cruise Control Systems. CPS-IoT Week Workshops 2023: 49-54, May 9-12, 2023, San Antonio, TX, USA
Mojtaba Taherisadr, Stelios Andrew Stavroulakis, Salma Elmalaki: adaPARL: Adaptive Privacy-Aware Reinforcement Learning for Sequential Decision Making Human-in-the-Loop Systems. IoTDI 2023: 262-274, May 9-12, 2023, San Antonio, TX, USA
Junchen Zhao, Yurun Song, Junlin Wang, Ian G. Harris: GAP-Gen: Guided Automatic Python Code Generation. EACL (Student Research Workshop) 2023: 37-51, May 2-4, 2023, Dubrovnik, Croatia
Haoran Pu, Ahmad Reza Danesh, Mahyar Safiallah, Jeffrey Lim, An H. Do, Zoran Nenadic, Payam Heydari: A CMOS BD-BCI Incorporating Stimulation with Dual-Mode Charge Balancing and Time-Domain Pipelined Recording. CICC 2023: 1-2, April 23-26, 2023, San Antonio, TX, USA
Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar: HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE 2023: 1-6, April 17-19, 2023, Antwerp, Belgium
Nora Sperling, Alex Bendrick, Dominik Stöhrmann, Rolf Ernst, Bryan Donyanavard, Florian Maurer, Oliver Lenke, Anmol Surhonne, Andreas Herkersdorf, Walaa Amer, Caio Batista de Melo, Ping-Xiang Chen, Quang Anh Hoang, Rachid Karami, Biswadip Maity, Paul Nikolian, Mariam Rakka, Dongjoo Seo, Saehanseul Yi, Minjun Seo, Nikil D. Dutt, Fadi J. Kurdahi: Information Processing Factory 2.0 – Self-awareness for Autonomous Collaborative Systems. DATE 2023: 1-6, April 17-19, 2023, Antwerp, Belgium
Lukas Esterle, Nikil D. Dutt, Christian Gruhl, Peter R. Lewis, Lucio Marcenaro, Carlo S. Regazzoni, Axel Jantsch: Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges. DATE 2023: 1-6, April 17-19, 2023, Antwerp, Belgium
Hamza Errahmouni Barkam, SungHeon Eavn Jeon, Calvin Yeung, Zhuowen Zou, Xun Jiao, Mohsen Imani: Comprehensive Analysis of Hyperdimensional Computing Against Gradient Based Attacks. DATE 2023: 1-2, April 17-19, 2023, Antwerp, Belgium
Sercan Aygun, M. Hassan Najafi, Mohsen Imani: A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE 2023: 1-2, April 17-19, 2023, Antwerp, Belgium
Hamza Errahmouni Barkam, Sanggeon Yun, Paul R. Genssler, Zhuowen Zou, Che-Kai Liu, Hussam Amrouch, Mohsen Imani: HDGIM: Hyperdimensional Genome Sequence Matching on Unreliable highly scaled FeFET. DATE 2023: 1-6, April 17-19, 2023, Antwerp, Belgium
Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim: Efficient Hyperdimensional Learning with Trainable, Quantizable, and Holistic Data Representation. DATE 2023: 1-6, April 17-19, 2023, Antwerp, Belgium
Margarita Geleta, Jiacen Xu, Manikanta Loya, Junlin Wang, Sameer Singh, Zhou Li, Sergio Gago Masagué: Design Factors of Maestro: A Serious Game for Robust AI Education. SIGCSE (2) 2023: 1318, March 15-18, 2023, Toronto, Canada
Xiang Li, Baojun Liu, Xuesong Bai, Mingming Zhang, Qifan Zhang, Zhou Li, Haixin Duan, Qi Li: Ghost Domain Reloaded: Vulnerable Links in Domain Name Delegation and Revocation. NDSS 2023, February 27 – March 3, 2023, San Diego, CA, USA
Jie Wu, Ian G. Harris, Hongzhi Zhao, Guangming Ling: A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling. ICSC 2023: 131-138, February 1-3, Laguna Hills, CA, USA
Anas Alsoliman, Forough Shirin Abkenar, Marco Levorato: State-Recovery Protocol for URLLC Applications in 5G Systems. WiSNeT 2023: 20-23, January 22-25, 2023, Las Vegas, NV, USA
Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang: Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. ASP-DAC 2023: 553-560, January 16-19, 2023, Tokyo, Japan
Nitish Nagesh, Iman Azimi, Tom Andriola, Amir M. Rahmani, Ramesh C. Jain: Towards Deep Personal Lifestyle Models Using Multimodal N-of-1 Data. MMM (1) 2023: 589-600, January 9-12, 2023, Bergen, Norway
Asmaa Abdallah, Abdulkadir Celik, Mohammad M. Mansour, Ahmed M. Eltawil: Deep Reinforcement Learning Based Beamforming Codebook Design for RIS-aided mmWave Systems. CCNC 2023: 1020-1026, January 8-11, 2023, Las Vegas, NV, USA
2022
Xiaowu Sun, Yasser Shoukry: NNSynth: Neural Network Guided Abstraction-Based Controller Synthesis for Stochastic Systems. CDC 2022: 2905-2910, December 6-9, 2022, Cancun, Mexico
Ulices Santa Cruz, James Ferlez, Yasser Shoukry: Safe-by-Repair: A Convex Optimization Approach for Repairing Unsafe Two-Level Lattice Neural Network Controllers. CDC 2022: 3383-3388, December 6-9, 2022, Cancun, Mexico
Qifan Zhang, Junjie Shen, Mingtian Tan, Zhe Zhou, Zhou Li, Qi Alfred Chen, Haipeng Zhang: Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization. ACSAC 2022: 56-70, December 5-9, 2022, Austin, TX, USA
Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque: BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems. ACSAC 2022: 440-454, December 5-9, 2022, Austin, TX, USA
Mingoo Ji, Saehanseul Yi, Changjin Koo, Sol Ahn, Dongjoo Seo, Nikil D. Dutt, Jong-Chan Kim: Demand Layering for Real-Time DNN Inference with Minimized Memory Usage. RTSS 2022: 291-304, December 5-8, 2022, Houston, TX, USA
Mohammad Abdullah Al Faruque: Cross-Layer Security of Embedded and Cyber-Physical Systems. AMSec@CCS 2022: 39-40, November 11, 2022, Los Angeles, CA, USA
Yunpeng Luo, Ziwen Wan, Qi Alfred Chen: Poster: Towards Complete Computation Graph Generation for Security Assessment of ROS Applications. CCS 2022: 3411-3413, November 7-11, 2022, Los Angeles, CA, USA
Takami Sato, Yuki Hayakawa, Ryo Suzuki, Yohsuke Shiiki, Kentaro Yoshioka, Qi Alfred Chen: Poster: Towards Large-Scale Measurement Study on LiDAR Spoofing Attacks against Object Detection. CCS 2022: 3459-3461, November 7-11, 2022, Los Angeles, CA, USA
Ningfei Wang, Yunpeng Luo, Takami Sato, Kaidi Xu, Qi Alfred Chen: Poster: On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving. CCS 2022: 3479-3481, November 7-11, 2022, Los Angeles, CA, USA
Anomadarshi Barua, Yonatan Gizachew Achamyeleh, Mohammad Abdullah Al Faruque: A Wolf in Sheep’s Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music. CCS 2022: 277-291, November 7-11, 2022, Los Angeles, CA, USA
Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque: Romanus:Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD 2022: 162:1-162:8, October 30-November 3, 2022, San Diego, CA, USA
Anomadarshi Barua, Mohammad Abdullah Al Faruque: Sensor Security: Current Progress, Research Challenges, and Future Roadmap (Invited Paper). ICCAD 2022: 12:1-12:7, October 30-November 3, 2022, San Diego, CA, USA
Che-Kai Liu, Haobang Chen, Mohsen Imani, Kai Ni, Arman Kazemi, Ann Franchesca Laguna, Michael T. Niemier, Xiaobo Sharon Hu, Liang Zhao, Cheng Zhuo, Xunzhao Yin: COSIME: FeFET Based Associative Memory for In-Memory Cosine Similarity Search. ICCAD 2022: 137:1-137:9, October 30-November 3, 2022, San Diego, CA, USA
Hanning Chen, Mariam Issa, Yang Ni, Mohsen Imani: DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning. ICCAD 2022: 84:1-84:9, October 30-November 3, 2022, San Diego, CA, USA
Yang Ni, Nicholas A. Lesica, Fan-Gang Zeng, Mohsen Imani: Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing. ICCAD 2022: 34:1-34:9, October 30-November 3, 2022, San Diego, CA, USA
Sizhe Zhang, Mohsen Imani, Xun Jiao: ScaleHD: Robust Brain-Inspired Hyperdimensional Computing via Adapative Scaling. ICCAD 2022: 31:1-31:9, October 30-November 3, 2022, San Diego, CA, USA
Anomadarshi Barua, Mohammad Abdullah Al Faruque: HALC: A Real-time In-sensor Defense against the Magnetic Spoofing Attack on Hall Sensors. RAID 2022: 185-199, October 26-28, 2022, Limassol, Cyprus
Hsin-Wei Hung, Yingtong Liu, Ardalan Amiri Sani: Sifter: protecting security-critical kernel modules in Android through attack surface reduction. MobiCom 2022: 623-635, October 17-21, 2022, Sydney, Australia
Hussam Amrouch, Mohsen Imani, Xun Jiao, Yiannis Aloimonos, Cornelia Fermüller, Dehao Yuan, Dongning Ma, Hamza Errahmouni Barkam, Paul R. Genssler, Peter Sutor Jr.: Brain-Inspired Hyperdimensional Computing for Ultra-Efficient Edge AI. CODES+ISSS 2022: 25-34, October 7-14, 2022, Shanghai, China
Dongjoo Seo, Biswadip Maity, Ping-Xiang Chen, Dukyoung Yun, Bryan Donyanavard, Nikil D. Dutt: ProSwap: Period-aware Proactive Swapping to Maximize Embedded Application Performance. NAS 2022: 1-4, October 3-4, 2022, Philadelphia, PA, USA
Sonali Singh, Anup Sarma, Sen Lu, Abhronil Sengupta, Mahmut T. Kandemir, Emre Neftci, Vijaykrishnan Narayanan, Chita R. Das: Skipper: Enabling efficient SNN training through activation-checkpointing and time-skipping. MICRO 2022: 565-581, October 1-5, 2022, Chicago, IL, USA
Qi Huang, Waseem Alkhayer, Mohammed E. Fouda, Abdulkadir Celik, Ahmed M. Eltawil: Wearable Vital Signal Monitoring Prototype Based on Capacitive Body Channel Communication. BSN 2022: 1-5, September 27-30, 2022, Ioannina, Greece
Mohd Hamza Naim Shaikh, Sultangali Arzykulov, Abdulkadir Celik, Ahmed M. Eltawil, Galymzhan Nauryzbayev: Performance of RIS-empowered NOMA-based D2D Communication under Nakagami-m Fading. VTC Fall 2022: 1-5, September26-29, 2022, London, United Kingdom
Jeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio: Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error. SAB 2022: 177-189, September 20-23, 2022, Cergy-Pontoise, France
Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar: Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning. SAB 2022: 115-126, September 20-23, 2022, Cergy-Pontoise, France
Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque: Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. ISLPED 2022: 18:1-18:6, August 1-3, 2022, Boston, MA, USA
Lars Niedermeier, Kexin Chen, Jinwei Xing, Anup Das, Jeffrey Kopsick, Eric Scott, Nate Sutton, Killian Weber, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation. IJCNN 2022: 1-10, July18-23, 2022, Padua, Italy
Lars Niedermeier, Kexin Chen, Jinwei Xing, Anup Das, Jeffrey Kopsick, Eric Scott, Nate Sutton, Killian Weber, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 6: An Open Source Library for Large-Scale, Biologically Detailed Spiking Neural Network Simulation. IJCNN 2022: 1-10, July18-23, 2022, Padua, Italy
Takashi Nagata, Jinwei Xing, Tsutomu Kumazawa, Emre Neftci: Uncertainty Aware Model Integration on Reinforcement Learning. IJCNN 2022: 1-7, July18-23, 2022, Padua, Italy
Mitra Behzadi, Ali Derakhshan, Ian G. Harris: Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP. SemEval@NAACL 2022: 724-727, July 14-15, 2022, Seattle, WA, USA
Salar Jafarlou, Amir M. Rahmani, Nikil D. Dutt, Sanaz Rahimi Mousavi: ECG Biosignal Deidentification Using Conditional Generative Adversarial Networks. EMBC 2022: 1366-1370, July 11-15, 2022, Glasgow, Scotland, United Kingdom
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Amir Hosein Afandizadeh Zargari, Nikil D. Dutt, Amir M. Rahmani: Novel Blood Pressure Waveform Reconstruction from Photoplethysmography using Cycle Generative Adversarial Networks. EMBC 2022: 1906-1909, July 11-15, 2022, Glasgow, Scotland, United Kingdom
Rui Cao, Yong Huang, Amir M. Rahmani, Karen Lindsay: Prenatal Cortisol Levels Estimation Using Heart Rate and Heart Rate Variability: A Weak Supervised Learning Based Approach. EMBC 2022: 4430-4433, July 11-15, 2022, Glasgow, Scotland, United Kingdom
Yuning Wang, Iman Azimi, Kianoosh Kazemi, Amir M. Rahmani, Pasi Liljeberg: PPG Signal Reconstruction Using Deep Convolutional Generative Adversarial Network. EMBC 2022: 3387-3391, July 11-15, 2022, Glasgow, Scotland, United Kingdom
Mingzhe Jiang, Wanqing Wu, Yuning Wang, Amir M. Rahmani, Sanna Salanterä, Pasi Liljeberg: Personal Pain Sensitivity Prediction from Ultra-short-term Resting Heart Rate Variability. EMBC 2022: 1137-1140, July 11-15, 2022, Glasgow, Scotland, United Kingdom
Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional hashing: a robust and efficient dynamic hash table. DAC 2022: 907-912, July 10-14, 2022, San Francisco, CA, USA
Amir Hossein Jalilvand, Seyedeh Newsha Estiri, Samaneh Naderi, M. Hassan Najafi, Mohsen Imani: A fast and low-cost comparison-free sorting engine with unary computing: late breaking results. DAC 2022: 1390-1391, July 10-14, 2022, San Francisco, CA, USA
Jongho Park, HyukJun Kwon, Seowoo Kim, Junyoung Lee, Minho Ha, Euicheol Lim, Mohsen Imani, Yeseong Kim: QuiltNet: efficient deep learning inference on multi-chip accelerators using model partitioning. DAC 2022: 1159-1164, July 10-14, 2022, San Francisco, CA, USA
Yang Ni, Mariam Issa, Danny Abraham, Mahdi Imani, Xunzhao Yin, Mohsen Imani: HDPG: hyperdimensional policy-based reinforcement learning for continuous control. DAC 2022: 1141-1146, July 10-14, 2022, San Francisco, CA, USA
Jiahao Cai, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin: Energy efficient data search design and optimization based on a compact ferroelectric FET content addressable memory. DAC 2022: 751-756, July 10-14, 2022, San Francisco, CA, USA
Prathyush Poduval, Yang Ni, Yeseong Kim, Kai Ni, Raghavan Kumar, Rosario Cammarota, Mohsen Imani: Adaptive neural recovery for highly robust brain-like representation. DAC 2022: 367-372, July 10-14, 2022, San Francisco, CA, USA
Mohsen Imani, Ali Zakeri, Hanning Chen, TaeHyun Kim, Prathyush Poduval, Hyunsei Lee, Yeseong Kim, Elaheh Sadredini, Farhad Imani: Neural computation for robust and holographic face detection. DAC 2022: 31-36, July 10-14, 2022, San Francisco, CA, USA
Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque: EcoFusion: energy-aware adaptive sensor fusion for efficient autonomous vehicle perception. DAC 2022: 481-486, July 10-14, 2022, San Francisco, CA, USA
Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: Hyperdimensional hashing: a robust and efficient dynamic hash table. DAC 2022: 907-912, July 10-14, 2022, San Francisco, CA, USA
Sarvesh Thakur, Meghana Urs, Muhammad Twaha Ibrahim, Alexander Sidenko, Aditi Majumder: Ambient Light Tolerant Laser-Pen Based Interaction with Curved Multi-projector Displays. HCI (2) 2022: 180-194, June 26-30, 2022, Virtual
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 196-208, June 27-30, 2022, Portland, OR, USA
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 565-566, June 27-30, 2022, Portland, OR, USA
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 196-208, June 27-30, 2022, Portland, OR, USA
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 628-629, June 27-30, 2022, Portland, OR, USA
Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing: ns3-fl: Simulating Federated Learning with ns-3. WNS3 2022: 97-104, June 22-24, 2022, Virtual
Haoran Ma, Shi Liu, Chenxi Wang, Yifan Qiao, Michael D. Bond, Stephen M. Blackburn, Miryung Kim, Guoqing Harry Xu: Mako: a low-pause, high-throughput evacuating collector for memory-disaggregated datacenters. PLDI 2022: 92-107, June 13-17, 2022, San Diego, CA, USA
Hamed Gorjiara, Weiyu Luo, Alex Lee, Guoqing Harry Xu, Brian Demsky: Checking robustness to weak persistency models. PLDI 2022: 490-505, June 13-17, 2022, San Diego, CA, USA
Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt: Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing. ACM Great Lakes Symposium on VLSI 2022: 357-360, June 6-8, Irvine, CA, USA
Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing: HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI 2022: 281-286, June 6-8, Irvine, CA, USA
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 565-566, June 27-30, 2022, Portland, OR, USA
Yuxin (Myles) Liu, Yoshimichi Nakatsuka, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik: Vronicle: verifiable provenance for videos from mobile devices. MobiSys 2022: 628-629, June 27-30, 2022, Portland, OR, USA
Zhuowen Zou, Hanning Chen, Prathyush Poduval, Yeseong Kim, Mahdi Imani, Elaheh Sadredini, Rosario Cammarota, Mohsen Imani: BioHD: an efficient genome sequence search platform using HyperDimensional memorization. ISCA 2022: 656-669, June 18-22, 2022, New York, NY, USA
Hamed Gorjiara, Weiyu Luo, Alex Lee, Guoqing Harry Xu, Brian Demsky: Checking robustness to weak persistency models. PLDI 2022: 490-505, June 13-17, 2022, San Diego, CA, USA
You-Ren Shen, Bo-Yan Huang, Chang-Lin Shih, Davy P. Y. Wong, Pai H. Chou: Efficient sharing of linked DMA channels on multi-sensor devices by LDMA task scheduler. SYSTOR 2022: 40-50, June 13-15, 2022, Haifa, Israel
Radhit Dedania, Sang-Woo Jun: Very Low Power High-Frequency Floating Point FPGA PID Controller. HEART 2022: 102-107, June 9-10, 2022, New York, NY, USA
Kartik Patwari, Syed Mahbub Hafiz, Han Wang, Houman Homayoun, Zubair Shafiq, Chen-Nee Chuah: DNN Model Architecture Fingerprinting Attack on CPU-GPU Edge Devices. EuroS&P 2022: 337-355, June 6-10, 2022, Genoa, Italy
Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast: LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. ACM Great Lakes Symposium on VLSI 2022: 351-355, June 6-8, 2022, Irvine, CA, USA
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI 2022: 367-371, June 6-8, 2022, Irvine,CA, USA
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim: RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers. ACM Great Lakes Symposium on VLSI 2022: 205-210, June 6-8, 2022, Irvine, CA, USA
Sudeep Pasricha: Embedded Systems Education in the 2020s: Challenges, Reflections, and Future Directions. ACM Great Lakes Symposium on VLSI 2022: 519-524, June 6-8, 2022, Irvine, CA, USA
Deliang Chang, Joann Qiongna Chen, Zhou Li, Xing Li: Hide and Seek: Revisiting DNS-based User Tracking. EuroS&P 2022: 188-205, June 6-10, 2022, Genoa,Italy
Zhangying He, Amin Rezaei, Houman Homayoun, Hossein Sayadi: Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection. ACM Great Lakes Symposium on VLSI 2022: 27-32, June 6-8, 2022, Irvine, CA, USA
Sanket Shukla, Gaurav Kolhe, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D.: RAFeL – Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. ACM Great Lakes Symposium on VLSI 2022: 153-157, June 6-8, 2022, Irvine, CA, USA
Tanmoy Chowdhury, Ashkan Vakil, Banafsheh Saber Latibari, Seyed Aresh Beheshti Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj P. D., Houman Homayoun, Ioannis Savidis, Liang Zhao, Avesta Sasan: RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. ACM Great Lakes Symposium on VLSI 2022: 493-500, June 6-8, 2022, Irvine, CA, USA
Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj P. D.: CAD-FSL: Code-Aware Data Generation based Few-Shot Learning for Efficient Malware Detection. ACM Great Lakes Symposium on VLSI 2022: 507-512, June 6-8, 2022, Irvine, CA, USA
Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, Tyler David Sheaves, Soheil Salehi, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Houman Homayoun: Survey of Machine Learning for Electronic Design Automation. ACM Great Lakes Symposium on VLSI 2022: 513-518, June 6-8, 2022, Irvine, CA, USA
Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt: Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing. ACM Great Lakes Symposium on VLSI 2022: 357-360, June 6-8, 2022, Irvine, CA, USA
Sina Shahhosseini, Yang Ni, Emad Kasaeyan Naeini, Mohsen Imani, Amir M. Rahmani, Nikil D. Dutt: Flexible and Personalized Learning for Wearable Health Applications using HyperDimensional Computing. ACM Great Lakes Symposium on VLSI 2022: 357-360, June 6-8, 2022, Irvine, CA, USA
P. V. Sai Charan, P. Mohan Anand, Sandeep K. Shukla, Naveen Selvan, Hrushikesh Chunduri: DOTMUG: A Threat Model for Target Specific APT Attacks-Misusing Google Teachable Machine. ISDFS 2022: 1-8, June 6-7, 2022, Istanbul, Turkey
Nitesh Kumar, Anand Handa, Sandeep K. Shukla: RBMon: Real Time System Behavior Monitoring Tool. AsiaCCS 2022: 1228-1230, May 30- June 3, 2022, Nagasaki, Japan
Yu Hao, Hang Zhang, Guoren Li, Xingyun Du, Zhiyun Qian, Ardalan Amiri Sani: Demystifying the Dependency Challenge in Kernel Fuzzing. ICSE 2022: 659-671, May 25-27, 2022, Pittsburgh, PA, USA
Saurabh Kumar, Debadatta Mishra, Biswabandan Panda, Sandeep Kumar Shukla: AndroOBFS: Time-tagged Obfuscated Android Malware Dataset with Family Information. MSR 2022: 454-458, May 23-24, 2022, Pittsburgh, PA, USA
Ulices Santa Cruz, Yasser Shoukry: NNLander-VeriF: A Neural Network Formal Verification Framework for Vision-Based Autonomous Aircraft Landing. NFM 2022: 213-230, May 24-27, 2022, Pasadena, CA, USA
Khuong Vo, Manoj Vishwanath, Ramesh Srinivasan, Nikil D. Dutt, Hung Cao: Composing Graphical Models with Generative Adversarial Networks for EEG Signal Modeling. ICASSP 2022: 1231-1235, May 23-27, 2022, Virtual and Singapore
Hanning Chen, Mohsen Imani: Density-Aware Parallel Hyperdimensional Genome Sequence Matching. FCCM 2022: 1-4, May 15-18, 2022, New York, NY, USA
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong: Safe HVAC Control via Batch Reinforcement Learning. ICCPS 2022: 181-192, May 4-6, 2022, Milano, Italy
James Ferlez, Haitham Khedr, Yasser Shoukry: Fast BATLLNN: Fast Box Analysis of Two-Level Lattice Neural Networks. HSCC 2022: 23:1-23:11, May 4-6, 2022, Milano, Italy
Fabien Bouquillon, Giuseppe Lipari, Smaïl Niar: Improving CRPD analysis for EDF scheduling: trading speed for precision. SAC 2022: 481-490, April 25-29, 2022, Virtual
Leila Tlebaldiyeva, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Theodoros Tsiftsis: Enhancing QoS Through Fluid Antenna Systems over Correlated Nakagami-m Fading Channels. WCNC 2022: 78-83, April 10-13, 2022, Austin, TX, USA
David Shur, Giovanni Di Crescenzo, Qinqing Zhang, Ta Chen, Rajesh Krishnan, Yow-Jian Lin, Zahir Patni, Scott Alexander, Gene Tsudik: SEDIMENT: An IoT-device-centric Methodology for Scalable 5G Network Security. WCNC 2022: 49-54, April 10-13, 2022, Austin, TX, USA
Mihnea Chirila, Paolo D’Alberto, Hsin-Yu Ting, Alexander V. Veidenbaum, Alexandru Nicolau: A Heterogeneous Solution to the All-pairs Shortest Path Problem using FPGAs. ISQED 2022: 108-113, April 6-7, 2022, Santa Clara, CA, USA
Paul Kirth, Mitchel Dickerson, Stephen Crane, Per Larsen, Adrian Dabrowski, David Gens, Yeoul Na, Stijn Volckaert, Michael Franz: PKRU-safe: automatically locking down the heap between safe and unsafe languages. EuroSys 2022: 132-148, April 5-8, 2022, Rennes, France
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar: Real-time style transfer with efficient vision transformers. EdgeSys@EuroSys 2022: 31-36, April 5-8, Rennes, France
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing: TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA 2022: 1071-1085, April 2-6, 2022, Seoul, South Korea
Kenneth Stewart, Andreea Danielescu, Timothy M. Shea, Emre Neftci: Encoding Event-Based Data With a Hybrid SNN Guided Variational Auto-encoder in Neuromorphic Hardware. NICE 2022: 88-97, March 28-31, 2022, Virtual
Matteo Cardaioli, Mauro Conti, Pier Paolo Tricomi, Gene Tsudik: Privacy-Friendly De-authentication with BLUFADE: Blurred Face Detection. PerCom 2022: 197-206, March 21-25, 2022, Pisa, Italy
Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations. PerCom 2022: 152-162, March 21-25, 2022, Pisa, Italy
Andrew Chio, Daokun Jiang, Peeyush Gupta, Georgios Bouloukakis, Roberto Yus, Sharad Mehrotra, Nalini Venkatasubramanian: Artifact: SmartSPEC: Customizable Smart Space Datasets via Event-driven Simulations. PerCom Workshops 2022: 183-184, March 21-25, 2022, Pisa, Italy
Seyyed Ahmad Razavi, Hsin-Yu Ting, Tootiya Giyahchi, Eli Bozorgzadeh: On Exploiting Patterns For Robust FPGA-based Multi-accelerator Edge Computing Systems. DATE 2022: 116-119, March 14-23, 2022, Antwerp, Belgium
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems. DATE 2022: 1455-1460, March 14-23, 2022, Antwerp, Belgium
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. DATE 2022: 1485-1490, March 14-23, 2022, Antwerp, Belgium
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. DATE 2022: 1485-1490, March 14-23, 2022, Antwerp, Belgium
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum: GraphHD: Efficient graph classification using hyperdimensional computing. DATE 2022: 1485-1490, March 14-23, 2022, Antwerp, Belgium
Leon Li, Alex Orailoglu: JANUS-HD: Exploiting FSM Sequentiality and Synthesis Flexibility in Logic Obfuscation to Thwart SAT Attack While Offering Strong Corruption. DATE 2022: 1323-1328, March 14-23, 2022, Antwerp, Belgium
Emad Kasaeyan Naeini, Sina Shahhosseini, Anil Kanduri, Pasi Liljeberg, Amir M. Rahmani, Nikil D. Dutt: AMSER: Adaptive Multimodal Sensing for Energy Efficient and Resilient eHealth Systems. DATE 2022: 1455-1460, March 14-23, 2022, Antwerp, Belgium
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE 2022: 292-297, March 14-23, 2022, Antwerp, Belgium
Justin Morris, Hin Wai Lui, Kenneth Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing: HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669, March 14-23, 2022, Antwerp, Belgium
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615, March 14-23, 2022, Antwerp, Belgium
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE 2022: 292-297, March 14-23, 2022, Antwerp, Belgium
Michael H. Ostertag, Jason Ma, Tajana Rosing: Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous. DATE 2022: 538-543, , March 14-23, 2022, Antwerp, Belgium
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani: Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615, March 14-23, 2022, Antwerp, Belgium
Justin Morris, Hin Wai Lui, Kenneth Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing: HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669, March 14-23, 2022, Antwerp, Belgium
Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan: PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions. DATE 2022: 855-860, March 14-23, 2022, Antwerp, Belgium
Saideep Tiku, Sudeep Pasricha: Siamese Neural Encoders for Long-Term Indoor Localization with Mobile Devices. DATE 2022: 1215-1220, March 14-23, 2022, Antwerp, Belgium
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast: DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. DATE 2022: 1047-1052, March 14-23, Antwerp, Belgium
Abhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: CR-Spectre: Defense-Aware ROP Injected Code-Reuse Based Dynamic Spectre. DATE 2022: 508-513, March 14-23, 2022, Antwerp, Belgium
Han Wang, Syed Mahbub Hafiz, Kartik Patwari, Chen-Nee Chuah, Zubair Shafiq, Houman Homayoun: Stealthy Inference Attack on DNN via Cache-based Side-Channel Attacks. DATE 2022: 1515-1520, March 14-23, 2022, Antwerp, Belgium
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Mapping Networks via Parallel kth-Hop Traceroute Queries. STACS 2022: 4:1-4:21, March 14-18, 2022, Marseille, France
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty: CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. OFC 2022: 1-3, March 6-10, 2022, San Diego, CA, USA
Hamed Gorjiara, Guoqing Harry Xu, Brian Demsky: Yashme: detecting persistency races. ASPLOS 2022: 830-845, February 28-March 4, 2022, Lausanne, Switzerland
Hamed Gorjiara, Guoqing Harry Xu, Brian Demsky: Yashme: detecting persistency races. ASPLOS 2022: 830-845, February 28-March 4, 2022, Lausanne, Switzerland
Qian Zhang, Jiyuan Wang, Guoqing Harry Xu, Miryung Kim: HeteroGen: transpiling C to heterogeneous HLS code with automated test generation and program repair. ASPLOS 2022: 1017-1029, February 28-March 4, 2022, Lausanne, Switzerland
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong: ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM 2022: 1347-1356, February 21-25, 2022, Tempe, AZ, USA
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. VMCAI 2022: 400-424, January 16-28, Philadelphia, PA, USA
Rahmadi Trimananda, Weiyu Luo, Brian Demsky, Guoqing Harry Xu: Stateful Dynamic Partial Order Reduction for Model Checking Event-Driven Applications that Do Not Terminate. VMCAI 2022: 400-424, January 16-18, 2022, Philadelphia, PA, USA
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha: SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC 2022: 214-219, January 17-20, 2022, Taipei, Taiwan
Sooryaa Vignesh Thiruloga, Vipin Kumar Kukkala, Sudeep Pasricha: TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems. ASP-DAC 2022: 326-331, January 17-20, 2022, Taipei, Taiwan
Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing: XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC 2022: 220-225, January 17-20, 2022, Taipei, Taiwan
Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt: Supervised Compression for Resource-Constrained Edge Computing Systems. WACV 2022: 923-933, January 3-8, 2022, Waikoloa, HI, USA
2021
Qi Han, Yu Bao, Sudeep Pasricha: Improving Safety in Cyber Enabled Underground Mines. NSysS 2021: 120-129, December 21-23, 2021, Cox’s Bazar, Bangladesh
Mingtian Tan, Zhe Zhou, Zhou Li: The Many-faced God: Attacking Face Verification System with Embedding and Image Recovery. ACSAC 2021: 17-30, December 6-10, 2021, Virtual
Mingxuan Liu, Yiming Zhang, Baojun Liu, Zhou Li, Haixin Duan, Donghong Sun: Detecting and Characterizing SMS Spearphishing Attacks. ACSAC 2021: 930-943, December 6-10, 2021, Virtual
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque: GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. DAC2021: 217-222, December 5-9, 2021, San Francisco, CA, USA
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque: LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.DAC 2021: 403-408, December 5-9, 2021, San Francisco, CA, USA
Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani: RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System. DAC2021: 7-12, December 5-9, 2021, San Francisco, CA, USA
Alejandro Hernández-Cano, Rosario Cammarota, Mohsen Imani: PRID: Model Inversion Privacy Attacks in Hyperdimensional Learning Systems. DAC 2021: 553-558, December 5-9, 2021, San Francisco, CA, USA
Yeseong Kim, Jiseung Kim, Mohsen Imani: CascadeHD: Efficient Many-Class Learning Framework Using Hyperdimensional Computing. DAC 2021: 775-780, December 5-9, 2021, San Francisco, CA, USA
Prathyush Poduval, Zhuowen Zou, Xunzhao Yin, Elaheh Sadredini, Mohsen Imani: Cognitive Correlative Encoding for Genome Sequence Matching in Hyperdimensional System. DAC 2021: 781-786, December 5-9, 2021, San Francisco, CA, USA
Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani: StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC 2021: 1195-1200, December 5-9, 2021, San Francisco, CA, USA
Gaurav Kolhe, Soheil Salehi, Tyler David Sheaves, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan: Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks. DAC 2021: 229-234, December 5-9, 2021, San Francisco, CA, USA
Prathyush Poduval, Zhuowen Zou, M. Hassan Najafi, Houman Homayoun, Mohsen Imani: StocHD: Stochastic Hyperdimensional System for Efficient and Robust Learning from Raw Data. DAC 2021: 1195-1200, December 5-9, 2021, San Francisco, CA, USA
Febin Sunny, Asif Mirza, Mahdi Nikdast, Sudeep Pasricha: CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator. DAC2021: 1069-1074, December 5-9, 2021, San Francisco, CA, USA
Leila Tlebaldiyeva, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil: Performance of NOMA-Based mmWave D2D Networks Under Practical System Conditions. IEEE Access 9: 160958-160974, December 1-13, 2021, Virtual
Adrian Dabrowski, Katharina Pfeffer, Markus Reichel, Alexandra Mai, Edgar R. Weippl, Michael Franz: Better Keep Cash in Your Boots – Hardware Wallets are the New Single Point of Failure.DeFi@CCS 2021: 1-8, November 19, 2021, Virtual
Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta: Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys@SenSys 2021: 140-149, November 17-18, 2021, Coimbra, Portugal
Tianhao Wang, Joann Qiongna Chen, Zhikun Zhang, Dong Su, Yueqiang Cheng, Zhou Li, Ninghui Li, Somesh Jha: Continuous Release of Data Streams under both Centralized and Local Differential Privacy. CCS 2021: 1237-1253, November 15-19, 2021, Virtual
Yiming Zhang, Baojun Liu, Chaoyi Lu, Zhou Li, Haixin Duan, Jiachen Li, Zaifeng Zhang: Rusted Anchors: A National Client-Side View of Hidden Root CAs in the Web PKI Ecosystem. CCS 2021: 1373-1387, November 15-19, 2021, Virtual
Fenghao Xu, Siyu Shen, Wenrui Diao, Zhou Li, Yi Chen, Rui Li, Kehuan Zhang: Android on PC: On the Security of End-user Android Emulators. CCS 2021: 1566-1580, November 15-19, 2021, Virtual
Jiyuan Wang, Qian Zhang, Guoqing Harry Xu, Miryung Kim: QDiff: Differential Testing of Quantum Software Stacks. ASE 2021: 692-704, November 15-19, 2021, Melbourne, Australia
Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong: UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. SenSys 2021: 234-247, November 15-17, 2021, Coimbra, Portugal
Chinmay Deshpande, David Gens, Michael Franz: StackBERT: Machine Learning Assisted Static Stack Frame Size Recovery on Stripped and Optimized Binaries. AISec@CCS 2021: 85-95, November 15, 2021, Virtual
Zhuowen Zou, Yeseong Kim, Farhad Imani, Haleh Alimohamadi, Rosario Cammarota, Mohsen Imani: Scalable edge-based hyperdimensional learning system with brain-like neural adaptation. SC 2021: 38:1-38:15, November 14-19, 2021, St. Louis, Missouri
Henry A. Gabb, Alexandru Nicolau, Satish Puri, Michael D. Shah, Rahul Toppur, Neftali Watkinson, Weijia Xu, Hui Zhang: Lightning Talks of EduHPC 2021. EduHPC@SC 2021: 43-50, November 14-14, 2021, St. Louis, MO, USA
Prathyush Poduval, Mariam Issa, Farhad Imani, Cheng Zhuo, Xunzhao Yin, M. Hassan Najafi, Mohsen Imani: Robust In-Memory Computing with Hyperdimensional Stochastic Representation. NANOARCH 2021: 1-6, November 8-10, 2021, AB, Canada
Jiseung Kim, Hyunsei Lee, Mohsen Imani, Yeseong Kim: Efficient Brain-Inspired Hyperdimensional Learning with Spatiotemporal Structured Data. MASCOTS 2021: 1-8, November 3-5, 2021, Huston, TX, USA
Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li: Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. EMBC 2021: 504-507, November 1-5, Mexico
Neftali Watkinson, Tony Givargis, Victor Joe, Alexandru Nicolau, Alexander V. Veidenbaum: Detecting COVID-19 Related Pneumonia On CT Scans Using Hyperdimensional Computing. EMBC 2021: 3970-3973, November 1-5, 2021, Mexico
Neftali Watkinson, Tony Givargis, Victor Joe, Alexandru Nicolau, Alexander V. Veidenbaum: Class-Modeling of Septic Shock With Hyperdimensional Computing. EMBC 2021: 1653-1659, November 1-5, 2021, Mexico
Ali Tazarv, Marco Levorato: A Deep Learning Approach to Predict Blood Pressure from PPG Signals. EMBC 2021: 5658-5662, November 1-5, 2021, Mexico
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. EMBC 2021: 7332-7335, November 1-5, 2021, Mexico
Omid Malekzadeh-Arasteh, Haoran Pu, Ahmad Reza Danesh, Jeffrey Lim, Po T. Wang, Charles Yu Liu, An H. Do, Zoran Nenadic, Payam Heydari: A Fully-Integrated 1µW/Channel Dual-Mode Neural Data Acquisition System for Implantable Brain-Machine Interfaces. EMBC 2021: 5780-5783, November 1-5, 2021, Mexico
Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque: Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. EMBC 2021: 542-545, November 1-5, Mexico
Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque: Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. EMBC 2021: 2374-2377, November 1-5, Mexico
Omid Malekzadeh-Arasteh, Haoran Pu, Ahmad Reza Danesh, Jeffrey Lim, Po T. Wang, Charles Yu Liu, An H. Do, Zoran Nenadic, Payam Heydari: A Fully-Integrated 1µW/Channel Dual-Mode Neural Data Acquisition System for Implantable Brain-Machine Interfaces. EMBC 2021: 5780-5783, November 1-5, 2021, Mexico
Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Iman Azimi, Charles A. Downs, Nikil D. Dutt, Amir M. Rahmani: Detection of COVID-19 Using Heart Rate and Blood Pressure: Lessons Learned from Patients with ARDS. EMBC 2021: 2140-2143, November 1-5, 2021, Mexico
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Carolyn E. Jones, Miranda M. Lim, Hung Cao: Investigation of Machine Learning and Deep Learning Approaches for Detection of Mild Traumatic Brain Injury from Human Sleep Electroencephalogram. EMBC 2021: 6134-6137, November 1-5, 2021, Mexico
Ali Tazarv, Sina Labbaf, Stephanie M. Reich, Nikil D. Dutt, Amir M. Rahmani, Marco Levorato: Personalized Stress Monitoring using Wearable Sensors in Everyday Settings. EMBC 2021: 7332-7335, November 1-5, 2021, Mexico
Omid Malekzadeh-Arasteh, Haoran Pu, Ahmad Reza Danesh, Jeffrey Lim, Po T. Wang, Charles Yu Liu, An H. Do, Zoran Nenadic, Payam Heydari: A Fully-Integrated 1µW/Channel Dual-Mode Neural Data Acquisition System for Implantable Brain-Machine Interfaces. EMBC 2021: 5780-5783, November 1-5, 2021, Mexico
Sina Asadi, M. Hassan Najafi, Mohsen Imani: CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. ICCAD 2021: 1-9, November 1-4, 2021, Munich, Germany
Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing: Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. ICCAD 2021: 1-9, November 1-4, 2021, Munich, Germany
Di Gao, Hao Lin, Zhenhua Li, Feng Qian, Qi Alfred Chen, Zhiyun Qian, Wei Liu, Liangyi Gong, Yunhao Liu: A nationwide census on wifi security threats: prevalence, riskiness, and the economics.MobiCom 2021: 242-255, October 25-29, 2021, Virtual
Arthi Padmanabhan, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, Ravi Netravali: Towards memory-efficient inference in edge video analytics. HotEdgeVideo@MobiCom 2021: 31-37, October 25-25, 2021, New Orleans, Louisiana
Sugil Lee, Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Fast and Low-Cost Mitigation of ReRAM Variability for Deep Learning Applications. ICCD2021: 269-276, October 24-27, 2021, Storrs, CT, USA
Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing: AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD 2021: 93-100, October 24-27, 2021, Storrs, CT, USA
Sugil Lee, Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Fast and Low-Cost Mitigation of ReRAM Variability for Deep Learning Applications. ICCD2021: 269-276, October 24-27, 2021, Storrs, CT, USA
Najmeh Nazari Bavarsad, Hosein Mohammadi Makrani, Hossein Sayadi, Lawrence Landis, Setareh Rafatirad, Houman Homayoun: HosNa: A DPC++ Benchmark Suite for Heterogeneous Architectures. ICCD 2021: 509-516, October 24-27, 2021, Storrs, CT, USA
Sultangali Arzykulov, Abdulkadir Celik, Galymzhan Nauryzbayev, Ahmed M. Eltawil: Max-Min Fair Power Control and Coverage Probability for UAV-Assisted Cooperative and Cognitive NOMA. ICTC 2021: 248-253, October 20-22, 2021, Jeju Island, Republic of Korea
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Khaled M. Rabie, Ahmed M. Eltawil: Ergodic Capacity of Cognitive Satellite-Terrestrial Relay Networks with Practical Limitations. ICTC 2021: 555-560, October 20-22, 2021, Jeju Island, Republic of Korea
Elaheh Sadredini, Reza Rahimi, Mohsen Imani, Kevin Skadron: Sunder: Enabling Low-Overhead and Scalable Near-Data Pattern Matching Acceleration. MICRO 2021: 311-323, October 18-22, 2021, Virtual
Seongyoung Kang, Jiyoung An, Jinpyo Kim, Sang-Woo Jun: Near-Storage Accelerator for High-Performance Log Analytics. MICRO 2021: 434-448, October 18-22, 2021, Virtual
Shafiur Rahman, Mahbod Afarin, Nael B. Abu-Ghazaleh, Rajiv Gupta: JetStream: Graph Analytics on Streaming Data with Event-Driven Hardware Accelerator. MICRO 2021: 1091-1105, October 16-20, 2021, Vitrual
Yue Yin, Emre Neftci: Improving full-FORCE with dynamical data coupling and multilayer architecture. BioCAS2021: 1-6, October 7-9, 2021, Berlin, Germany
Sri Shaila G, Ahmad Darki, Michalis Faloutsos, Nael B. Abu-Ghazaleh, Manu Sridharan: DisCo: Combining Disassemblers for Improved Performance. RAID 2021: 148-161, October 6-8, 2021, Donostia/San Sebastian, Spain
Sandra Hernández, José Araujo, Patric Jensfelt, Ioannis Karagiannis, Ananya Muddukrishna, Bryan Donyanavard: Cross-layer Configuration Optimization for Localization on Resource-constrained Devices. IROS 2021: 2282-2288, September 27-October 1, 2021
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Khaled M. Rabie, Xingwang Li, Ahmed M. Eltawil: Underlay Hybrid Satellite-Terrestrial Relay Networks under Realistic Hardware and Channel Conditions. VTC Fall 2021: 1-6, September 27-30, Norman, OK, USA
Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing: PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations. PACT 2021: 1, September 26-29, 2021, Atlanta, GA, USA
Rebekah Houser, Shuai Hao, Zhou Li, Daiping Liu, Chase Cotton, Haining Wang: A Comprehensive Measurement-based Investigation of DNS Hijacking. SRDS 2021: 210-221, September 20-23, 2021, Chicago, IL, USA
Tong Chen, Yingxiao Xiang, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu, Gang Li, Qi Alfred Chen: Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory. SRDS 2021: 299-309, September 20-23, 2021, Chicago, IL, USA
Tianyi Zhang, Minjun Seo, Bryan Donyanavard, Nikil D. Dutt, Fadi J. Kurdahi: Predicting Failures in Embedded Systems Using Long Short-Term Inference. IEEE Embed. Syst. Lett. 13(3): 85-89, September 20-23, 2021
Biswadip Maity, Saehanseul Yi, Dongjoo Seo, Leming Cheng, Sung-Soo Lim, Jong-Chan Kim, Bryan Donyanavard, Nikil D. Dutt: Chauffeur: Benchmark Suite for Design and End-to-End Analysis of Self-Driving Vehicles on Embedded Systems. ACM Trans. Embed. Comput. Syst. 20(5s): 74:1-74:22, September 20-23, 2021
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. GoodIT 2021: 186-191, September 9-11, 2021, Roma Italy
Ali Tazarv, Sina Labbaf, Amir M. Rahmani, Nikil D. Dutt, Marco Levorato: Data Collection and Labeling of Real-Time IoT-Enabled Bio-Signals in Everyday Settings for Mental Health Improvement. GoodIT 2021: 186-191, September 9-11, 2021, Roma, Italy
Emad Malekzadeh Arasteh, Rainer Dömer: Improving Parallelism in System Level Models by Assessing PDES Performance. FDL 2021: 1-7, September 8-10, 2021, Antibes, France
Jeffrey Chen, Sehwan Hong, Warrick He, Jinyeong Moon, Sang-Woo Jun: Eciton: Very Low-Power LSTM Neural Network Accelerator for Predictive Maintenance at the Edge. FPL 2021: 1-8, August 30-September 3, 2021, Dresden, Germany
Hadjer Benmeziane, Hamza Ouarnoughi, Kaoutar El Maghraoui, Smaïl Niar: Accelerating Neural Architecture Search with Rank-Preserving Surrogate Models. ArabWIC2021: 21:1-21:6, August 25-26, 2021, Sharjah, United Arab Emirates
Sang-Woo Jun: Virtual avatars for instruction and student response during streaming video-based on-line teaching. ICCSE 2021: 456-459, August 17-21, 2021, Lancaster, United Kingdom
Shengtuo Hu, Qi Alfred Chen, Jiachen Sun, Yiheng Feng, Z. Morley Mao, Henry X. Liu: Automated Discovery of Denial-of-Service Vulnerabilities in Connected Vehicle Protocols. USENIX Security Symposium 2021: 3219-3236, August 11-13, 2021, Virtual
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jia, Xue Lin, Qi Alfred Chen: Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. USENIX Security Symposium 2021: 3309-3326, August 11-13, 2021, Virtual
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang: Sensei: Self-Supervised Sensor Name Segmentation. ACL/IJCNLP (Findings) 2021: 1017-1027, August 11-13, 2021, Virtual
Peng Fei, Zhou Li, Zhiying Wang, Xiao Yu, Ding Li, Kangkook Jee: SEAL: Storage-efficient Causality Analysis on Enterprise Logs with Query-friendly Compression. USENIX Security Symposium 2021: 2987-3004, August 11-13, 2021, Virtual
Fatemah Alharbi, Arwa Alrawais, Abdulrahman Bin Rabiah, Silas Richelson, Nael B. Abu-Ghazaleh: CSProp: Ciphertext and Signature Propagation Low-Overhead Public-Key Cryptosystem for IoT Environments. USENIX Security Symposium 2021: 609-626, August 11-13, 2021, Virtual
Daimeng Wang, Zheng Zhang, Hang Zhang, Zhiyun Qian, Srikanth V. Krishnamurthy, Nael B. Abu-Ghazaleh: SyzVegas: Beating Kernel Fuzzing Odds with Reinforcement Learning. USENIX Security Symposium 2021: 2741-2758, August 11-13, 2021, Virtual
Seyed Mohammadjavad Seyed Talebi, Zhihao Yao, Ardalan Amiri Sani, Zhiyun Qian, Daniel Austin: Undo Workarounds for Kernel Bugs. USENIX Security Symposium 2021: 2381-2398, August 11-13, 2021, Virtual
Zisong Wang, Huan Wang, Payam Heydari: CMOS Power-Amplifier Design Perspectives for 6G Wireless Communications. MWSCAS2021: 753-756, August 9-11, 2021, Lansing, MI, USA
Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smaïl Niar, Martin Wistuba, Naigang Wang: Hardware-Aware Neural Architecture Search: Survey and Taxonomy. IJCAI 2021: 4322-4329, August 1-2, 2021, Virtual
Michael T. Goodrich, Siddharth Gupta, Hadi Khodabandeh, Pedro Matias: How to Catch Marathon Cheaters: New Approximation Algorithms for Tracking Paths.WADS 2021: 442-456, July 30-31, 2021, Virtual
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. ICONS 2021: 10:1-10:9, July 27-29, 2021, New York, NY, United States
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, James A. Shackleford, Nagarajan Kandasamy, Francky Catthoor: NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks. ICONS 2021: 10:1-10:9, July 27-29, 2021, Knoxville, TN, USA
Nicholas Alonso, Emre Neftci: Tightening the Biological Constraints on Gradient-Based Predictive Coding. ICONS 2021: 3:1-3:9, July 27-29, 2021, Knoxville, TN, USA
Hin Wai Lui, Emre Neftci: Hessian Aware Quantization of Spiking Neural Networks. ICONS 2021: 12:1-12:5, July 27-29, 2021, Knoxville, TN, USA
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque: EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices.ISLPED 2021: 1-6, July 26-28, 2021, Boston, MA, USA
Arman Kazemi, Mohammad Mehdi Sharifi, Zhuowen Zou, Michael T. Niemier, X. Sharon Hu, Mohsen Imani: MIMHD: Accurate and Efficient Hyperdimensional Inference Using Multi-Bit In-Memory Computing. ISLPED 2021: 1-6, July 26-28, 2021, Boston, MA, USA
Kexin Chen, Alexander B. Johnson, Eric O. Scott, Xinyun Zou, Kenneth A. De Jong, Douglas A. Nitz, Jeffrey L. Krichmar: Differential Spatial Representations in Hippocampal CA1 and Subiculum Emerge in Evolved Spiking Neural Networks. IJCNN 2021: 1-8, July 18-22, 2021, Shenzhen, China
John Thorpe, Yifan Qiao, Jonathan Eyolfson, Shen Teng, Guanzhou Hu, Zhihao Jia, Jinliang Wei, Keval Vora, Ravi Netravali, Miryung Kim, Guoqing Harry Xu:
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads. OSDI 2021: 495-514, July 14-16, 2021, Virtual
Lingbing Yao, Hang Zhao, Jie Tang, Shaoshan Liu, Jean-Luc Gaudiot: Streaming Data Priority Scheduling Framework for Autonomous Driving by Edge.COMPSAC 2021: 37-42, July 12-16, 2021, Madrid, Spain
Amine Boussik, Wael Ben Messaoud, Smaïl Niar, Abdelmalik Taleb-Ahmed: Railway Obstacle Detection Using Unsupervised Learning: An Exploratory Study. IV 2021: 660-667, July 11-17, 2021, Nagoya, Japan
Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu: End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering. IV 2021: 266-273, July 11-17, 2021, Nagoya, Japan
Xinyun Zou, Eric O. Scott, Alexander B. Johnson, Kexin Chen, Douglas A. Nitz, Kenneth A. De Jong, Jeffrey L. Krichmar: Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment. GECCO Companion 2021: 289-290, July 10-14, 2021, Lille, France
Yu-Jye Tung, Ian G. Harris: Zero Footprint Opaque Predicates: Synthesizing Opaque Predicates from Naturally Occurring Invariants. DIMVA 2021: 299-318, July 8-9, Virtual
Davide Callegaro, Marco Levorato, Francesco Restuccia: SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing. SECON 2021: 1-9, July 6-9, Rome, Italy
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Parallel Network Mapping Algorithms. SPAA 2021: 410-413, July 6-8, 2021, Virtual
Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt: Reflecting on Self-Aware Systems-on-Chip. A Journey of Embedded and Cyber-Physical Systems 2021: 79-95, July 1-2, 2021, Virtual
Biswadip Maity, Bryan Donyanavard, Anmol Surhonne, Amir M. Rahmani, Andreas Herkersdorf, Nikil D. Dutt: SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies. ACM Trans. Embed. Comput. Syst. 20(5): 48:1-48:26, July 1-2, 2021, Virtual
Yifeng Gao, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Amin Rezaei, Jessica Lin, Houman Homayoun, Hossein Sayadi: Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events. IOLTS2021: 1-7, June 28-30, 2021, Torino, Italy
Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani: Real-Time and Robust Hyperdimensional Classification. ACM Great Lakes Symposium on VLSI 2021: 397-402, Virtual, June 22-25, 2021
Neha Nagarkar, Khaled N. Khasawneh, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Energy-Efficient and Adversarially Robust Machine Learning with Selective Dynamic Band Filtering. ACM Great Lakes Symposium on VLSI 2021: 195-200, Virtual, June 22-25, 2021
Sayed Aresh Beheshti-Shirazi, Ashkan Vakil, Sai Manoj, Ioannis Savidis, Houman Homayoun, Avesta Sasan: A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop. ACM Great Lakes Symposium on VLSI 2021: 181-187, Virtual, June 22-25, 2021
Shervin Roshanisefat, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: RANE: An Open-Source Formal De-obfuscation Attack for Reverse Engineering of Logic Encrypted Circuits. ACM Great Lakes Symposium on VLSI 2021: 221-228, Virtual, June 22-25, 2021
Zhiqiang Zuo, Kai Ji, Yifei Wang, Wei Tao, Linzhang Wang, Xuandong Li, Guoqing Harry Xu: JPortal: precise and efficient control-flow tracing for JVM programs with Intel processor trace. PLDI 2021: 1080-1094, Virtual, June 20-26, 2021
Zhiqiang Zuo, Yiyu Zhang, Qiuhong Pan, Shenming Lu, Yue Li, Linzhang Wang, Xuandong Li, Guoqing Harry Xu: Chianina: an evolving graph system for flow- and context-sensitive analyses of million lines of C code. PLDI 2021: 914-929, Virtual, June 20-26, 2021
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Theodoros A. Tsiftsis: Coverage Analysis of CR-based Satellite-Terrestrial NOMA Networks with Practical System Impairments. ICC 2021: 1-6, June 14-23, 2021, Montreal, QC, Canada
Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Performance-aware Malware Epidemic Confinement in Large-Scale IoT Networks. ICC2021: 1-6, June 14-23, 2021, Montreal, QC, Canada
Behnam Pourghassemi, Jordan Bonecutter, Zhou Li, Aparna Chandramowlishwaran: adPerf: Characterizing the Performance of Third-party Ads. SIGMETRICS (Abstracts) 2021: 37-38, Virtual, June 14-18, 2021
Qingzhao Zhang, David Ke Hong, Ze Zhang, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao: A Systematic Framework to Identify Violations of Scenario-dependent Driving Rules in Autonomous Vehicle Software. SIGMETRICS (Abstracts) 2021: 43-44, Virtual, June 14-18, 2021
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing: Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO 2021: 1-4, Virtual, June 7-10, 2021
Zhangjie Peng, Cunhua Pan, Zhenkun Zhang, Xianzhe Chen, Li Li, A. Lee Swindlehurst: Joint Optimization for Full-Duplex Cellular Communications Via Intelligent Reflecting Surface. ICASSP 2021: 7888-7892, Virtual, June 6-11, 2021
Han Wang, Soheil Salehi, Hossein Sayadi, Avesta Sasan, Tinoosh Mohsenin, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun: Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. AICAS 2021: 1-4, Virtual, June 6-9, 2021
Sina Shahhosseini, Anil Kanduri, Milad Asgari Mehrabadi, Emad Kasaeyan Naeini, Dongjoo Seo, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt: Towards Smart and Efficient Health Monitoring Using Edge-enabled Situational-awareness. AICAS 2021: 1-4, Virtual, June 6-9, 2021
Sreenitha Kasarapu, Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Demography-aware COVID-19 Confinement with Game Theory. AICAS 2021: 1-4, Virtual, June 6-9, 2021
Yiying Zhang, Ardalan Amiri Sani, Guoqing Harry Xu: User-defined cloud. HotOS 2021: 33-40, Virtual, June 1-3, 2021
Saehanseul Yi, Tae-Wook Kim, Jong-Chan Kim, Nikil D. Dutt: Energy-Efficient Adaptive System Reconfiguration for Dynamic Deadlines in Autonomous Driving. ISORC 2021: 96-104, June 1-3, 2021, Daegu, South Korea
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen: Demo: Attacking Multi-Sensor Fusion based Localization in High-Level Autonomous Driving. SP Workshops 2021: 242, May 27, 2021, San Francisco, California, USA
Christopher DiPalma, Ningfei Wang, Takami Sato, Qi Alfred Chen: Demo: Security of Camera-based Perception for Autonomous Driving under Adversarial Attack.SP Workshops 2021: 243, May 27-27, 2021, San Francisco, California, USA
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen: Demo: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. SP Workshops 2021: 244, May 27-27, 2021, San Francisco, California, USA
Kanglan Tang, Junjie Shen, Qi Alfred Chen: Demo: ROI Attacks on Traffic Light Detection in High-Level Autonomous Driving. SP Workshops2021: 245, May 27-27, 2021, San Francisco, California, USA
Rui Li, Wenrui Diao, Zhou Li, Jianqi Du, Shanqing Guo: Android Custom Permissions Demystified: From Privilege Escalation to Design Shortcomings. IEEE Symposium on Security and Privacy 2021: 70-86, May 24-27, 2021, San Francisco, CA, USA
Yulong Cao, Ningfei Wang, Chaowei Xiao, Dawei Yang, Jin Fang, Ruigang Yang, Qi Alfred Chen, Mingyan Liu, Bo Li: Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks. IEEE Symposium on Security and Privacy2021: 176-194, May 24-27, 2021, San Francisco, California, USA
Mingtian Tan, Junpeng Wan, Zhe Zhou, Zhou Li: Invisible Probe: Timing Attacks with PCIe Congestion Side-channel. IEEE Symposium on Security and Privacy 2021: 322-338, May 24-27, 2021, San Francisco, CA, USA
Ahmad Reza Danesh, Payam Heydari: A Comprehensive Analysis of Charge-Pump-Based Multi-Stage Multi-Output DC-DC Converters. ISCAS 2021: 1-5, Virtual, May 22-28, 2021
Payam Heydari: Noise Analysis of Passive Sampling Mixers Using Auto- and Cross-Correlation Functions. ISCAS 2021: 1-5, Virtual, May 22-28, 2021
Salma Elmalaki: FaiR-IoT: Fairness-aware Human-in-the-Loop Reinforcement Learning for Harnessing Human Variability in Personalized IoT. IoTDI 2021: 119-132, Virtual, May 18-21, 2021
Tung-Chun Chang, Georgios Bouloukakis, Chia-Ying Hsieh, Cheng-Hsin Hsu, Nalini Venkatasubramanian: SmartParcels: A What-If Analysis and Planning Tool for IoT-Enabled Smart Communities: Demo Abstract. IoTDI 2021: 267-268, Virtual, May 18-21, 2021
Tung-Chun Chang, Georgios Bouloukakis, Chia-Ying Hsieh, Cheng-Hsin Hsu, Nalini Venkatasubramanian: SmartParcels: Cross-Layer IoT Planning for Smart Communities. IoTDI 2021: 195-207, Virtual, May 18-21, 2021
Orken Omarov, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Mohammad S. Hashmi: Outage Analysis of EH-based Cooperative NOMA Networks over Generalized Statistical Models. VTC Spring 2021: 1-6, Virtual, April 15-May 19, 2021
Himanshu Agarwal, Rafal Dorociak, Achim Rettberg: Deep Learning Classifiers for Automated Driving: Quantifying the Trained DNN Model’s Vulnerability to Misclassification. VEHITS 2021: 211-222, Virtual, April 28-30, 2021
Ali Derakhshan, Ian G. Harris, Mitra Behzadi: Detecting Telephone-based SocialEngineering Attacks using Scam Signatures. IWSPA@CODASPY 2021: 67-73, Virtual, April 26-28, 2021
Haoran Pu, Ahmad Reza Danesh, Omid Malekzadeh-Arasteh, Won Joon Sohn, An H. Do, Zoran Nenadic, Payam Heydari: A 40V Voltage-Compliance 12.75mA Maximum-Current Multipolar Neural Stimulator Using Time-Based Charge Balancing Technique Achieving 2mV Precision. CICC 2021: 1-2, Virtual, April 25-30, 2021
Payam Heydari: Transceivers for 6G Wireless Communications: Challenges and Design Solutions. CICC 2021: 1-8, Virtual, April 25-30, 2021
Amira Guesmi, Ihsen Alouani, Khaled N. Khasawneh, Mouna Baklouti, Tarek Frikha, Mohamed Abid, Nael B. Abu-Ghazaleh: Defensive approximation: securing CNNs using approximate computing. ASPLOS 2021: 990-1003, Virtual, April 19-23, 2021
Hamed Gorjiara, Guoqing Harry Xu, Brian Demsky: Jaaru: efficiently model checking persistent memory programs. ASPLOS 2021: 415-428, Virtual, April 12-23, 2021
Hamed Gorjiara, Guoqing Harry Xu, Brian Demsky: Jaaru: efficiently model checking persistent memory programs. ASPLOS 2021: 415-428, Virtual, April 12-23, 2021
Hamed Omidvar, Vahideh Akhlaghi, Hao Su, Massimo Franceschetti, Rajesh K. Gupta: Associative Convolutional Layers. AISTATS 2021: 3115-3123, Virtual, April 13-15, 2021
Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli: MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED 2021: 444-449, Virtual, April 7-9, 2021
Ali Mirzaeian, Jana Kosecka, Houman Homayoun, Tinoosh Mohsenin, Avesta Sasan: Diverse Knowledge Distillation (DKD): A Solution for Improving The Robustness of Ensemble Models Against Adversarial Attacks. ISQED 2021: 319-324, Virtual, April 7-9, 2021
Ali Mirzaeian, Sai Manoj, Ashkan Vakil, Houman Homayoun, Avesta Sasan: Conditional Classification: A Solution for Computational Energy Reduction. ISQED 2021: 325-330, Virtual, April 7-9, 2021
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: ChaoLock: Yet Another SAT-hard Logic Locking using Chaos Computing. ISQED 2021: 387-394, Virtual, April 7-9, 2021
Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque: Towards Internet-of-Things for Wearable Neurotechnology. ISQED 2021: 559-565, April 7-9, 2021, Santa Clara, CA, USA
Han Wang, Hossein Sayadi, Avesta Sasan, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun: Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. ISQED 2021: 79-84, Virtual, April 7-9, 2021
Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque: Towards Internet-of-Things for Wearable Neurotechnology. ISQED 2021: 559-565, Virtual, April 7-9, 2021
Zhangying He, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Houman Homayoun, Hossein Sayadi: When Machine Learning Meets Hardware Cybersecurity: Delving into Accurate Zero-Day Malware Detection. ISQED 2021: 85-90, Virtual, April 7-9, 2021
Li Sun, Yong Zhang, A. Lee Swindlehurst: Wireless Physical-Layer Surveillance via Proactive Eavesdropping and Alternate Jamming. WCNC 2021: 1-7, Virtual, March 29 – April 1, 2021
Orken Omarov, Galymzhan Nauryzbayev, Sultangali Arzykulov, Mohammad S. Hashmi, Ahmed M. Eltawil: Capacity Analysis of Wireless Powered Cooperative NOMA Networks over Generalized Fading. WCNC 2021: 1-6, Virtual, March 19 – April 1, 2021
Yerassyl Akhmetkaziyev, Galymzhan Nauryzbayev, Sultangali Arzykulov, Ahmed M. Eltawil, Khaled M. Rabie: Cognitive Non-ideal NOMA Satellite-Terrestrial Networks with Channel and Hardware Imperfections. WCNC 2021: 1-6, Virtual, March 19 – April 1, 2021
Peeyush Gupta, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang: Concealer: SGX-based Secure, Volume Hiding, and Verifiable Processing of Spatial Time-Series Datasets. EDBT 2021: 277-288, Virtual, March 23-36, 2021
Joe Michael Allen, Frank Vahid: Concise Graphical Representations of Student Effort on Weekly Many Small Programs. SIGCSE 2021: 349-354, Virtual, March 13-20, 2021
Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing: Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. HPCA 2021: 221-234, Virtual, February 27-March 3, 2021
Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing: NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD. FPGA 2021: 262-272, Virtual, February 28-March 2, 2021
Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque: Stealing Neural Network Structure through Remote FPGA Side-channel Analysis. FPGA 2021: 225, Virtual, February 28-March 2, 2021
Katharina Pfeffer, Alexandra Mai, Adrian Dabrowski, Matthias Gusenbauer, Philipp Schindler, Edgar R. Weippl, Michael Franz, Katharina Krombholz: On the Usability of Authenticity Checks for Hardware Security Tokens. USENIX Security Symposium 2021: 37-54, February 4-12, 2021
Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar: Cognitive Digital Twin for Manufacturing Systems. DATE 2021: 440-445, February 1-5, 2021, Grenoble, France
Sina Faezi, Rozhin Yasaei, Mohammad Abdullah Al Faruque: HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection. DATE 2021: 1484-1489, February 1-5, 2021, Grenoble, France
Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque: GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level. DATE 2021: 1504-1509, February 1-5, 2021, Grenoble, France
Mariam Rakka, Mohamed E. Fouda, Rouwaida Kanj, Ahmed M. Eltawil, Fadi J. Kurdahi: Design Exploration of Sensing Techniques in 2T-2R Resistive Ternary CAMs. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 762-766, February 1-5, 2021, Grenoble, France
Giju Jung, Mohammed E. Fouda, Sugil Lee, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Cost- and Dataset-free Stuck-at Fault Mitigation for ReRAM-based Deep Learning Accelerators. DATE 2021: 1733-1738, February 1-5, 2021, Grenoble, France
Alejandro Hernández-Cane, Namiko Matsumoto, Eric Ping, Mohsen Imani: OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System. DATE 2021: 56-61, February 1-5, 2021, Grenoble, France
Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing: HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing. DATE2021: 330-335, February 1-5, 2021, Grenoble, France
Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani: TruLook: A Framework for Configurable GPU Approximation. DATE 2021: 487-490, February 1-5, 2021, Grenoble, France
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing: HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE 2021: 723-728, February 1-5, 2021, Grenoble, France
Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing: FPGA Acceleration of Protein Back-Translation and Alignment. DATE 2021: 822-827, February 1-5, 2021, Grenoble, France
Zhuowen Zou, Yeseong Kim, M. Hassan Najafi, Mohsen Imani: ManiHD: Efficient Hyper-Dimensional Learning Using Manifold Trainable Encoder. DATE 2021: 850-855, February 1-5, 2021, Grenoble, France
Sina Asadi, M. Hassan Najafi, Mohsen Imani: A Low-Cost FSM-based Bit-Stream Generator for Low-Discrepancy Stochastic Computing. DATE 2021: 908-913, February 1-5, 2021, Grenoble, France
Yu Qian, Zhenhao Fan, Haoran Wang, Chao Li, Mohsen Imani, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Cheng Zhuo, Xunzhao Yin: Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory. DATE 2021: 1090-1095, February 1-5, Grenoble, France
Alejandro Hernández-Cano, Yeseong Kim, Mohsen Imani: A Framework for Efficient and Binary Clustering in High-Dimensional Space. DATE 2021: 1859-1864, February 1-5, 2021, Grenoble, France
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation. DATE 2021: 1172-1177, February 1-5, 2021, Grenoble, France
Abhijitt Dhavlle, Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: HMD-Hardener: Adversarially Robust and Efficient Hardware-Assisted Runtime Malware Detection. DATE 2021: 1769-1774, February 1-5, 2021, Grenoble, France
Giju Jung, Mohammed E. Fouda, Sugil Lee, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Cost- and Dataset-free Stuck-at Fault Mitigation for ReRAM-based Deep Learning Accelerators. DATE 2021: 1733-1738, February 1-5, 2021, Grenoble, France
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg: Energy-Performance Co-Management of Mixed-Sensitivity Workloads on Heterogeneous Multi-core Systems. ASP-DAC 2021: 421-427, Virtual, January 18-21, 2021
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing: Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC 2021: 561-567, Virtual, January 18-21, 2021
Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing: DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures. ASP-DAC 2021: 639-644, Virtual, January 18-21, 2021
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque: Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-PowerWearable Devices. ASP-DAC 2021: 621-626, Virtual, January 18-21, 2021
Sahand Salamat, SumiranShubhi, Behnam Khaleghi, Tajana Rosing: Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems. ASP-DAC 2021: 222-228, Virtual, January 18-21, 2021
Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing: HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC 2021: 384-389, Virtual, January 18-21, 2021
Hussam Amrouch, Xiaobo Sharon Hu, Mohsen Imani, Ann Franchesca Laguna, Michael T. Niemier, Simon Thomann, Xunzhao Yin, Cheng Zhuo: Cross-layer Design for Computing-in-Memory: From Devices, Circuits, to Architectures and Applications. ASP-DAC 2021: 132-139, Taipai, Taiwan, January 17-20, 2021
Michael T. Goodrich, Riko Jacob, Nodari Sitchinava: Atomic Power in Forks: A Super-Logarithmic Lower Bound for Implementing Butterfly Networks in the Nonatomic Binary Fork-Join Model. SODA 2021: 2141-2153, Virtual, January 10-13, 2021
2020
Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing: Improved Schemes for Episodic Memory-based Lifelong Learning. NeurIPS 2020, Virtual, December 6-12, 2020
Jacques Kaiser, Alexander Friedrich, Juan Camilo Vasquez Tieck, Daniel Reichard, Arne Rönnau, Emre Neftci, Rüdiger Dillmann: Embodied Neuromorphic Vision with Continuous Random Backpropagation. BioRob 2020: 1202-1209, Virtual, November 29 – December 1, 2020
Marzieh Ashrafiamiri, Sai Manoj Pudukotai Dinakarrao, Amir Hosein Afandizadeh Zargari, Minjun Seo, Fadi J. Kurdahi, Houman Homayoun: R2AD: Randomization and Reconstructor-based Adversarial Defense on Deep Neural Network. MLCAD 2020: 21-26, Virtual, November 16-20, 2020
Francesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta: Ember – energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract. SenSys 2020: 609-610, Virtual, November 16-19, 2020
Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta: Ember: energy management of batteryless event detection sensors with deep reinforcement learning. SenSys 2020: 503-516, Virtual, November 16-19, 2020
Joshua Cao, Jesse Chong, Marissa Lafreniere, Owen Yang, Primal Pappachan, Sharad Mehrotra, Nalini Venkatasubramanian: The ZotBins solution to waste management using internet of things: poster abstract. SenSys 2020: 731-732, Virtual, November 16-19, 2020
Michael August, Christopher Davison, Mamadou H. Diallo, Dhrubajyoti Ghosh, Peeyush Gupta, Christopher T. Graves, Shanshan Han, Michael Holstrom, Pramod Khargonekar, Megan Kline, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang, Roberto Yus: A privacy-enabled platform for COVID-19 applications: poster abstract. SenSys 2020: 745-746, Virtual, November 16-19, 2020
Sameera Ghayyur, Primal Pappachan, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian: Designing privacy preserving data sharing middleware for internet of things. DATA@SenSys 2020: 1-6, Virtual, November 16-19, 2020
Bobby R. Bruce, Tianyi Zhang, Jaspreet Arora, Guoqing Harry Xu, Miryung Kim:
JShrink: in-depth investigation into debloating modern Java applications. ESEC/SIGSOFT FSE 2020: 135-146, Virtual, November 6-16, 2020
Rahmadi Trimananda, Seyed Amir Hossein Aqajari, Jason Chuang, Brian Demsky, Guoqing Harry Xu, Shan Lu: Understanding and automatically detecting conflicting interactions between smart home IoT applications. ESEC/SIGSOFT FSE 2020: 1215-1227, Virtual, November 6-16, 2020
Frederik Armknecht, Paul Walther, Gene Tsudik, Martin Beck, Thorsten Strufe:
ProMACs: Progressive and Resynchronizing MACs for Continuous Efficient Authentication of Message Streams. CCS 2020: 211-223, Virtual, November 9-13, 2020
Yiming Zhang, Baojun Liu, Chaoyi Lu, Zhou Li, Haixin Duan, Shuang Hao, Mingxuan Liu, Ying Liu, Dong Wang, Qiang Li: Lies in the Air: Characterizing Fake-base-station Spam Ecosystem in China. CCS 2020: 521-534, Virtual, November 9-13, 2020
Ali Heydari Gorji, Siavash Rezaei, Mahdi Torabzadehkashi, Hossein Bobarshad, Vladimir Castro Alves, Pai H. Chou: HyperTune: Dynamic Hyperparameter Tuning for Efficient Distribution of DNN Training Over Heterogeneous Systems. ICCAD 2020: 1-8, Virtual, November 2-5, 2020
Chengmo Yang, Patrick Cronin, Agamyrat Agambayev, Sule Ozev, A. Enis Çetin, Alex Orailoglu: A Crowd-Based Explosive Detection System with Two-Level Feedback Sensor Calibration. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Elbruz Ozen, Alex Orailoglu: Just Say Zero: Containing Critical Bit-Error Propagation in Deep Neural Networks With Anomalous Feature Suppression. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: InterLock: An Intercorrelated Logic and Routing Locking. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Houman Homayoun:
Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: NNgSAT: Neural Network guided SAT Attack on Logic Locked Complex Structures. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing: THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy. ICCAD 2020: 1-9, Virtual, November 2-5, 2020
Muhammad Twaha Ibrahim, Meenakshisundaram Gopi, Aditi Majumder: Dynamic Projection Mapping of Deformable Stretchable Materials. VRST 2020: 35:1-35:5, Virtual, November 2-4, 2020
Karim M. A. Ali, Ihsen Alouani, Abdessamad Ait El Cadi, Hamza Ouarnoughi, Smaïl Niar: Cross-layer CNN Approximations for Hardware Implementation. ARC 2020: 151-165, Virtual, October 26-27, 2020
Anas Alsoliman, Abdulrahman Bin Rabiah, Marco Levorato: Privacy-Preserving Authentication Framework for UAS Traffic Management Systems. CSNet 2020: 1-8, Virtual, October 21-23, 2020
Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis, Tugba Kulahcioglu, Arquimedes Canedo, Aditi Roy, Shih-Yuan Yu, Arnav V. Malawade, Mohammad Abdullah Al Faruque: Multimodal Knowledge Graph for Deep Learning Papers and Code. CIKM 2020: 3417-3420, Virtual, October 19-23, 2020
Hodjat Asghari Esfeden, AmirAli Abdolrashidi, Shafiur Rahman, Daniel Wong, Nael B. Abu-Ghazaleh: BOW: Breathing Operand Windows to Exploit Bypassing in GPUs. MICRO 2020: 996-1008, Virtual, October 17-21, 2020
Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing: DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory. MICRO 2020: 356-371, Virtual, October 17-21, 2020
Samira Mirbagher Ajorpaz, Gilles Pokam, Esmaeil Mohammadian Koruyeh, Elba Garza, Nael B. Abu-Ghazaleh, Daniel A. Jiménez: PerSpectron: Detecting Invariant Footprints of Microarchitectural Attacks with Perceptron. MICRO 2020: 1124-113, Virtual, October 17-21, 2020
Shafiur Rahman, Nael B. Abu-Ghazaleh, Rajiv Gupta: GraphPulse: An Event-Driven Hardware Accelerator for Asynchronous Graph Processing. MICRO 2020: 908-921, Virual, October 17-21, 2020
Ramtin Afshar, Amihood Amir, Michael T. Goodrich, Pedro Matias: Adaptive Exact Learning in a Mixed-Up World: Dealing with Periodicity, Errors and Jumbled-Index Queries in String Reconstruction. SPIRE 2020: 155-174, Virtual, October 13-15, 2020
Gene Tsudik: Proofs or Remote Execution and Mitigation of TOCTOU Attacks. AsiaCCS 2020: 2-3, Virtual, October 5-9, 2020
Nickolai Verchok, Alex Orailoglu: Hunting Sybils in Participatory Mobile Consensus-Based Networks. AsiaCCS 2020: 732-743, Virtual, October 5-9, 2020
Prabhu Rajasekaran, Stephen Crane, David Gens, Yeoul Na, Stijn Volckaert, Michael Franz: CoDaRR: Continuous Data Space Randomization against Data-Only Attacks. AsiaCCS 2020: 494-505, Virtual, October 5-9, 2020
Shuaike Dong, Zhou Li, Di Tang, Jiongyi Chen, Menghan Sun, Kehuan Zhang: Your Smart Home Can’t Keep a Secret: Towards Automated Fingerprinting of IoT Traffic. AsiaCCS 2020: 47-59, Virtual, October 5-9, 2020
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing: RelIoT: Reliability Simulator for IoT Networks. ICIOT 2020: 63-81, Virtual, September 18-20, 2020
Mauro Conti, Pier Paolo Tricomi, Gene Tsudik: DE-auth of the Blue! Transparent De-authentication Using Bluetooth Low Energy Beacon. ESORICS (1) 2020: 277-294, Virtual, September 14-18, 2020
Min-Han Tsai, Nalini Venkatasubramanian, Cheng-Hsin Hsu: Analytics-Aware Storage of Surveillance Videos: Implementation and Optimization. SMARTCOMP 2020: 25-32, Virtual, September 14-17, 2020
Nailah Alhassoun, Md. Yusuf Sarwar Uddin, Nalini Venkatasubramanian: Multi-Network Provisioning for Perpetual Operations in IoT-Enabled Smart Spaces. SMARTCOMP 2020: 89-97, Virtual, September 14-17, 2020
Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian: REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning. SMARTCOMP 2020: 17-24, Virtual, September 14-17, 2020
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Nitheesh Kumar Manjunath, Houman Homayoun, Avesta Sasan, Nicholas R. Waytowich, Tinoosh Mohsenin: Energy-Efficient Hardware for Language Guided Reinforcement Learning. ACM Great Lakes Symposium on VLSI 2020: 131-136, Virtual, September 8-11, 2020
Duc Do Tran, Kim Grüttner, Frank Oppenheimer, Wolfgang Nebel: Timing Contracts and Monitors for Safety Relevant Controller Design in IEC 61499. ETFA 2020: 156-163, Virtual, September 8-11, 2020
Fadi J. Kurdahi: Towards Self-Aware Systems-on-Chip Through Intelligent Cross-Layer Coordination. ACM Great Lakes Symposium on VLSI 2020: 137, Virtual, September 8-11, 2020
Febin Sunny, Asif Mirza, Ishan G. Thakkar, Sudeep Pasricha, Mahdi Nikdast:
LORAX: Loss-Aware Approximations for Energy-Efficient Silicon Photonic Networks-on-Chip. ACM Great Lakes Symposium on VLSI 2020: 235-240, Virtual, September 8-11, 2020
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
On Designing Secure and Robust Scan Chain for Protecting Obfuscated Logic. ACM Great Lakes Symposium on VLSI 2020: 217-222, Virtual, September 8-11, 2020
Han Wang, Hossein Sayadi, Avesta Sasan, Setareh Rafatirad, Tinoosh Mohsenin, Houman Homayoun: Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks. ACM Great Lakes Symposium on VLSI 2020: 181-186, Virtual, September 8-11, 2020
Hossein Sayadi, Yifeng Gao, Hosein Mohammadi Makrani, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Jessica Lin, Houman Homayoun: StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features. ACM Great Lakes Symposium on VLSI 2020: 175-180, Virtual, September 8-11, 2020
Shirin Haji Amin Shirazi, Hoda Naghibijouybari, Nael B. Abu-Ghazaleh: Securing Machine Learning Architectures and Systems. ACM Great Lakes Symposium on VLSI 2020: 499-506, Virtual, September 8-11, 2020
David Ke Hong, John Kloosterman, Yuqi Jin, Yulong Cao, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao: AVGuardian: Detecting and Mitigating Publish-Subscribe Overprivilege for Autonomous Vehicle Systems. EuroS&P 2020: 445-459, Virtual, September 7-11, 2020
Jonah Sengupta, Rajkumar Kubendran, Emre Neftci, Andreas G. Andreou: High-Speed, Real-Time, Spike-Based Object Tracking and Path Prediction on Google Edge TPU. AICAS 2020: 134-135, Virtual, August 31 – September 4, 2020
Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci: Live Demonstration: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor. AICAS 2020: 128, Virtual, August 31 – September 4, 2020
Kenneth Stewart, Garrick Orchard, Sumit Bam Shrestha, Emre Neftci: On-chip Few-shot Learning with Surrogate Gradient Descent on a Neuromorphic Processor. AICAS 2020: 223-227, Virtual, August 31 – September 4, 2020
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci: Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays. AICAS 2020: 218-222, Virtual, August 31 – September 4, 2020
Aysha Ebrahim, Abdulkadir Celik, Emad Alsusa, Ahmed M. Eltawil: NOMA/OMA Mode Selection and Resource Allocation for Beyond 5G Networks. PIMRC 2020: 1-6, Virtual, August 31 – September 3, 2020
Dongjoo Seo, Sina Shahhosseini, Milad Asgari Mehrabadi, Bryan Donyanavard, Sung-Soo Lim, Amir M. Rahmani, Nikil D. Dutt: Dynamic iFogSim: A Framework for Full-Stack Simulation of Dynamic Resource Management in IoT Systems. COINS 2020: 1-6, Virtual, August 31 – September 2, 2020
Mehrdad Poorhosseini, Wolfgang Nebel, Kim Grüttner: A Compiler Comparison in the RISC-V Ecosystem. COINS 2020: 1-6, Virtual, August 31 – September 2, 2020
Yunhui Guo, Noel Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko, Tajana Rosing, Rogério Feris: A Broader Study of Cross-Domain Few-Shot Learning. ECCV (27) 2020: 124-141, Virtual, August 23-28, 2020
Gongjin Sun, Sang-Woo Jun: ColumnBurst: a near-storage accelerator for memory-efficient database join queries. APSys 2020: 9-16, Virtual, August 24-25, 2020
Houssam-Eddine Zahaf, Giuseppe Lipari, Smaïl Niar, Abou El Hassan Benyamina: Preemption-Aware Allocation, Deadline Assignment for Conditional DAGs on Partitioned EDF. RTCSA 2020: 1-10, Virtual, August 19-21, 2020
Anomadarshi Barua, Mohammad Abdullah Al Faruque: Hall Spoofing: A Non-Invasive DoS Attack on Grid-Tied Solar Inverter. USENIX Security Symposium 2020: 1273-1290, Virtual, August 12-14, 2020
Dokyung Song, Felicitas Hetzelt, Jonghwan Kim, Brent ByungHoon Kang, Jean-Pierre Seifert, Michael Franz: Agamotto: Accelerating Kernel Driver Fuzzing with Lightweight Virtual Machine Checkpoints. USENIX Security Symposium 2020: 2541-2557, Virtual, August 12-14, 2020
Haohuang Wen, Qi Alfred Chen, Zhiqiang Lin: Plug-N-Pwned: Comprehensive Vulnerability Analysis of OBD-II Dongles as A New Over-the-Air Attack Surface in Automotive IoT. USENIX Security Symposium 2020: 949-965, Virtual, August 12-14, 2020
Ivan De Oliveira Nunes, Karim Eldefrawy, Norrathep Rattanavipanon, Gene Tsudik:
APEX: A Verified Architecture for Proofs of Execution on Remote Devices under Full Software Compromise. USENIX Security Symposium 2020: 771-788, Virtual, August 12-14, 2020
Jiachen Sun, Yulong Cao, Qi Alfred Chen, Z. Morley Mao: Towards Robust LiDAR-based Perception in Autonomous Driving: General Black-box Adversarial Sensor Attack and Countermeasures. USENIX Security Symposium 2020: 877-894, Virtual, August 12-14, 2020
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen: Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing. USENIX Security Symposium 2020: 931-948, Virtual, August 12-14, 2020
Zijo Kenjar, Tommaso Frassetto, David Gens, Michael Franz, Ahmad-Reza Sadeghi:
V0LTpwn: Attacking x86 Processor Integrity from Software. USENIX Security Symposium 2020: 1445-1461, Virtual, August 12-14, 2020
Yuanqi Li, Arthi Padmanabhan, Pengzhan Zhao, Yufei Wang, Guoqing Harry Xu, Ravi Netravali: Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics. SIGCOMM 2020: 359-376, Virtual, August 10-14, 2020
Zhe-Ting Liu, Davy P. Y. Wong, Pai H. Chou: An Imu-Based Wearable Ring For On-Surface Handwriting Recognition. VLSI-DAT 2020: 1-4, Hsinchu, Taiwan, August 10-13, 2020
Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing: SHEARer: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation. ISLPED 2020: 241-246, Virtual, August 10-12, 2020
Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing: Implementing binary neural networks in memory with approximate accumulation. ISLPED 2020: 247-252, Virtual, August 10-12, 2020
Tao-Yi Lee, Khuong Vo, Wongi Baek, Michelle Khine, Nikil D. Dutt: STINT: selective transmission for low-energy physiological monitoring. ISLPED 2020: 115-120, Virtual, August 10-12, 2020
Hossein Sayadi, Han Wang, Tahereh Miari, Hosein Mohammadi Makrani, Mehrdad Aliasgari, Setareh Rafatirad, Houman Homayoun: Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures. MWSCAS 2020: 949-952, Virtual, August 9-12, 2020
Fatemah Alharbi, Michalis Faloutsos, Nael B. Abu-Ghazaleh:
Opening Digital Borders Cautiously yet Decisively: Digital Filtering in Saudi Arabia. FOCI @ USENIX Security Symposium 2020, Virtual, August 11, 2020
Qing Huang, Deliang Chang, Zhou Li: A Comprehensive Study of DNS-over-HTTPS Downgrade Attack. FOCI @ USENIX Security Symposium 2020, Virtual, August 11, 2020
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Reconstructing Biological and Digital Phylogenetic Trees in Parallel. ESA 2020: 3:1-3:24, Virtual, August 3-6, 2020
Shengtuo Hu, Qi Alfred Chen, Jiwon Joung, Can Carlak, Yiheng Feng, Z. Morley Mao, Henry X. Liu: CVShield: Guarding Sensor Data in Connected Vehicle with Trusted Execution Environment. AutoSec@CODASPY 2020: 1-4, Virtual, August 5, 2020
Nisha Panwar, Shantanu Sharma, Peeyush Gupta, Dhrubajyoti Ghosh, Sharad Mehrotra, Nalini Venkatasubramanian: IoT Expunge: Implementing Verifiable Retention of IoT Data. CODASPY 2020: 283-294, Virtual, August 3-4, 2020
Claudia Serrano-Amenos, Frank Hu, Po T. Wang, Spencer S. Kellis, Richard A. Andersen, Charles Yu Liu, Payam Heydari, An H. Do, Zoran Nenadic: Thermal Analysis of a Skull Implant in Brain-Computer Interfaces. EMBC 2020: 3066-3069, Virtual, July 20-24, 2020
Fatemeh Asgarinejad, Anthony Thomas, Tajana Rosing: Detection of Epileptic Seizures from Surface EEG Using Hyperdimensional Computing. EMBC 2020: 536-540, Virtual, July 20-24, 2020
Jeffrey Lim, Po T. Wang, Susan J. Shaw, Michelle Armacost, Hui Gong, Charles Yu Liu, An H. Do, Payam Heydari, Zoran Nenadic: Pre-whitening and Null Projection as an Artifact Suppression Method for Electrocorticography Stimulation in Bi-Directional Brain Computer Interfaces. EMBC 2020: 3493-3496, Virtual, July 20-24, 2020
Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Nikil D. Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao: Classification of Electroencephalogram in a Mouse Model of Traumatic Brain Injury Using Machine Learning Approaches*. EMBC 2020: 3335-3338, Virtual, July 20-24, 2020
Mina Chookhachizadeh Moghadam, Ehsan Masoumi Khalil Abad, Nader Bagherzadeh, Davinder Ramsingh, Zeev N. Kain: Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. EMBC 2020: 5468-5471, Virtual, July 20-24, 2020
Nafiul Rashid, Mohammad Abdullah Al Faruque: Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices. EMBC 2020: 4648-4651, Virtual, July 20-24, 2020
Seyede Mahya Safavi, Ninaz Valisharifabad, Robert Christopher Sabino, Demi Tran, Jack Lin, Beth A. Lopour, Pai H. Chou: Investigation of Morphological Variations of Photoplethysmography Signal in Human Epilepsy. EMBC 2020: 2687-2690, Virtual, July 20-24, 2020
Wei Chang, Ching-Chun Hsiao, Yen-Yin Lin, Li-An Chu, A. Lee Swindlehurst, Shi-Wei Chu, Ann-Shyn Chiang, Shun-Chi Wu: Drosophila Brain Functional Data Analysis: A Unified Framework. EMBC 2020: 1088-1091, Virtual, July 20-24, 2020
Won J. Sohn, Po T. Wang, Spencer S. Kellis, Richard A. Andersen, Charles Yu Liu, Payam Heydari, Zoran Nenadic, An H. Do: A Prototype of a Fully-Implantable Charge-Balanced Artificial Sensory Stimulator for Bi-directional Brain-Computer-Interface (BD-BCI). EMBC 2020: 3083-3085, Virtual, July 20-24, 2020
Adarsha Balaji, Prathyusha Adiraju, Hirak J. Kashyap, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Francky Catthoor: PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network. IJCNN 2020: 1-10, Virtual, July 19-24, 2020
Dan Barsever, Sameer Singh, Emre Neftci: Building a Better Lie Detector with BERT: The Difference Between Truth and Lies. IJCNN 2020: 1-7, Virtual, July 19-24, 2020
Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar: Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. IJCNN 2020: 1-8, Virtual, July 19-24, 2020
Tiffany Hwu, Hirak J. Kashyap, Jeffrey L. Krichmar: A Neurobiological Schema Model for Contextual Awareness in Robotics. IJCNN 2020: 1-8, Virtual, July 19-24, 2020
Ramtin Afshar, Michael T. Goodrich, Pedro Matias, Martha C. Osegueda: Reconstructing Binary Trees in Parallel. SPAA 2020: 491-492, Virtual, July 14-16, 2020
Han Wang, Hossein Sayadi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun:
SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features. IOLTS 2020: 1-6, Virtual, July 13, 2020
Joshua Garcia, Yang Feng, Junjie Shen, Sumaya Almanee, Yuan Xia, Qi Alfred Chen:
A comprehensive study of autonomous vehicle bugs. ICSE 2020: 385-396, Virtual July 6-11, 2020
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan:
SCRAMBLE: The State, Connectivity and Routing Augmentation Model for Building Logic Encryption. ISVLSI 2020: 153-159, Virtual, July 6-8, 2020
Hsin-Yu Ting, Tootiya Giyahchi, Ardalan Amiri Sani, Eli Bozorgzadeh: Dynamic Sharing in Multi-accelerators of Neural Networks on an FPGA Edge Device. ASAP 2020: 197-204, Virtual, July 6-8, 2020
Seongyoung Kang, Jinyeong Moon, Sang-Woo Jun: FPGA-Accelerated Time Series Mining on Low-Power IoT Devices. ASAP 2020: 33-36, Virtual, July 6-8, 2020
Nitesh Kumar, Ajay Singh, Anand Handa, Sandeep Kumar Shukla:
Detecting Malicious Accounts on the Ethereum Blockchain with Supervised Learning. CSCML 2020: 94-109, Virtual, July 2-3, 2020
MirSaleh Bahavarnia, Yasser Shoukry, Nuno C. Martins: Controller Synthesis subject to Logical and Structural Constraints: A Satisfiability Modulo Theories (SMT) Approach. ACC 2020: 5281-5286, Virtual, July 1-3, 2020
Gongjin Sun, Seongyoung Kang, Sang-Woo Jun: BurstZ: a bandwidth-efficient scientific computing accelerator platform for large-scale data. ICS 2020: 25:1-25:12, Virtual, June 29 – July 2, 2020
Junyi Wei, Yicheng Zhang, Zhe Zhou, Zhou Li, Mohammad Abdullah Al Faruque: Leaky DNN: Stealing Deep-Learning Model Secret with GPU Context-Switching Side-Channel. DSN 2020: 125-137, València, Spain, June 29 – July 2, 2020
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing: Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) 2020: 25-28, Valencia, Spain, June 29 – July 2, 2020
Saeed Mirzamohammadi, Yuxin (Myles) Liu, Tianmei Ann Huang, Ardalan Amiri Sani, Sharad Agarwal, Sung Eun (Summer) Kim: Tabellion: Secure Legal Contracts on Mobile Devices. MobiSys 2020: 220-233, Online, June 16-19, 2020
Jinhwa Kim, Yoon Jo Kim, Mitra Behzadi, Ian G. Harris: Analysis of Online Conversations to Detect Cyberpredators Using Recurrent Neural Networks. STOC@LREC 2020: 15-20, Online, Marseille, France, May, 11-16, 2020
Liangyi Gong, Zhenhua Li, Feng Qian, Zifan Zhang, Qi Alfred Chen, Zhiyun Qian, Hao Lin, Yunhao Liu: Experiences of Landing Machine Learning Onto Market-scale Mobile Malware Detection. c: 2:1-2:14, Online, Heraklion, Crete, Greece, April 27-30, 2020
Anil Altinay, Joseph Nash, Taddeus Kroes, Prabhu Rajasekaran, Dixin Zhou, Adrian Dabrowski, David Gens, Yeoul Na, Stijn Volckaert, Cristiano Giuffrida, Herbert Bos, Michael Franz:BinRec: Dynamic Binary Lifting and Recompilation. EuroSys 2020: 36:1-36:16, Online, Heraklion, Crete, Greece, April 27-30, 2020
Yingtong Liu, Hsin-Wei Hung, Ardalan Amiri Sani: Mousse: A System for Selective Symbolic Execution of Programs with Untamed Environments. EuroSys 2020: 34:1-34:15, Online, April 27-30, 2020
Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Hao Chen, Zhenyu Zhong, Tao Wei: Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking. ICLR 2020, Online, Addis Ababa, Ethiopia, April 26 – May 1, 2020
Sina Faezi, Sujit Rokka Chhetri, Arnav Vaibhav Malawade, John Charles Chaput, William H. Grover, Philip Brisk, Mohammad Abdullah Al Faruque: Acoustic Side Channel Attack Against DNA Synthesis Machines: Poster Abstract. ICCPS 2020: 186-187, Sydney, Australia, April 21-25, 2020
Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque: Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract. ICCPS 2020: 188-189, Sydney, Australia, April 21-25, 2020
Mahmoud Ammar, Bruno Crispo, Gene Tsudik: SIMPLE: A Remote Attestation Approach for Resource-constrained IoT devices. ICCPS 2020: 247-258, Sydney, Australia, April 21-25, 2020
James Ferlez, Yasser Shoukry: AReN: assured ReLU NN Architecture for Model Predictive Control of LTI Systems. HSCC 2020: 6:1-6:11, Sydney, Australia, April 21-24, 2020
Alberto Compagno, Mauro Conti, Eleonora Losiouk, Gene Tsudik, Sebastiano Valle: A Proactive Cache Privacy Attack on NDN. NOMS 2020: 1-7. Budapest, Hungary, April 20-24, 2020
Chris Nigh, Alex Orailoglu: Taming Combinational Trojan Detection Challenges with Self-Referencing Adaptive Test Patterns. VTS 2020: 1-6, San Diego, CA, USA, April 5-8, 2020
Shervin Roshanisefat, Hadi Mardani Kamali, Kimia Zamiri Azar, Sai Manoj Pudukotai Dinakarrao, Naghmeh Karimi, Houman Homayoun, Avesta Sasan: DFSSD: Deep Faults and Shallow State Duality, A Provably Strong Obfuscation Solution for Circuits with Restricted Access to Scan Chain. VTS 2020: 1-6, San Diego, CA, USA, April 5-8, 2020
Shengtuo Hu, Qi Alfred Chen, Jiwon Joung, Can Carlak, Yiheng Feng, Z. Morley Mao, Henry X. Liu: CVShield: Guarding Sensor Data in Connected Vehicle with Trusted Execution Environment. AutoSec@CODASPY 2020: 1-4, Online, March 16-18, 2020
Sina Shahhosseini, Ahmad Albaqsami, Masoomeh Jasemi, Nader Bagherzadeh: Partition Pruning: Parallelization-Aware Pruning for Dense Neural Networks. PDP 2020: 307-311, Västerås, Sweden, March 11-13, 2020
Lulwah Alhubail, Masoomeh Jasemi, Nader Bagherzadeh: NoC Design Methodologies for Heterogeneous Architecture. PDP 2020: 299-306, Västerås, Sweden, March 11-13, 2020
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing: SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. DATE 2020: 1598-160, Grenoble, France, March 9-13, 2020
Chris Nigh, Alex Orailoglu: Test Pattern Superposition to Detect Hardware Trojans. DATE 2020: 25-30, Grenoble, France, March 9-13, 2020
Asif Mirza, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast: Silicon Photonic Microring Resonators: Design Optimization Under Fabrication Non-Uniformity. DATE 2020: 484-489, Grenoble, Feance, March 9-13, 2020
Asif Mirza, Shadi Manafi Avari, Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast: Opportunities for Cross-Layer Design in High-Performance Computing Systems with Integrated Silicon Photonic Networks. DATE 2020: 1622-1627, Grenoble, Feance, March 9-13, 2020
Han Wang, Hossein Sayadi, Tinoosh Mohsenin, Liang Zhao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis. DATE 2020: 1414-1419, Grenoble, France, March 9-13, 2020
Daniel Mendoza, Zhongqi Cheng, Emad Arasteh, Rainer Dömer: Lazy Event Prediction using Defining Trees and Schedule Bypass for Out-of-Order PDES. DATE 2020: 885-890, Grenoble, France, March 9-13, 2020
Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing: GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing. DATE 2020: 115-120, Grenoble, France, March 9-13, 2020
Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj P. D, Houman Homayoun, Liang Zhao: Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. DATE 2020: 358-363, Grenoble, France, March 9-13, 2020
Florian Maurer, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt, Andreas Herkersdorf: Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach. DATE 2020: 1562-1567, Grenoble, France, March 9-13, 2020
Michael H. Ostertag, Sarah Al-Doweesh, Tajana Rosing: Efficient Training on Edge Devices Using Online Quantization. DATE 2020: 1011-1014, Grenoble, France, March 9-13, 2020
Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu: Local Binary Pattern Networks. WACV 2020: 814-823, Snowmass Village, CO, USA, March 1-5, 2020
Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing: Deep Learning Acceleration with Neuron-to-Memory Transformation. HPCA 2020: 1-14, San Diego, CA, USA, February 22-26, 2020
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing: AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning. AAAI 2020: 4060-4066, New York City, NY, USA, February 7-12, 2020
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi: Activated Current Sensing Circuit for Resistive Neuromorphic Networks. NEWCAS 2019: 1-4, Munich, Germany, January 20, 2020
Elbruz Ozen, Alex Orailoglu: Concurrent Monitoring of Operational Health in Neural Networks Through Balanced Output Partitions. ASP-DAC 2020: 169-174, Beijing China, January 13-16, 2020
Zhongqi Cheng, Emad Arasteh, Rainer Dömer: Event Delivery using Prediction for Faster Parallel SystemC Simulation. ASP-DAC 2020: 357-362, Beijing, China, January 13-16, 2020
Ali Mirzaeian, Houman Homayoun, Avesta Sasan: NESTA: Hamming Weight Compression-Based Neural Proc. EngineAli Mirzaeian. ASP-DAC 2020: 530-537, Beijing, China, January 13-16, 2020
Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris: SpotTune: Transfer Learning Through Adaptive Fine-Tuning. CVPR 2019: 4805-4814, Long Beach, CA, USA, January 09, 2020
Elham Shamsa, Anil Kanduri, Nima Taherinejad, Alma Pröbstl, Samarjit Chakraborty, Amir M. Rahmani, Pasi Liljeberg: User-centric Resource Management for Embedded Multi-core Processors. VLSI Design 2020: 43-48, Bangalore, India, January, 4-8, 2020
2019
Fenil Fadadu, Anand Handa, Nitesh Kumar, Sandeep Kumar Shukla: Evading API Call Sequence Based Malware Classifiers. ICICS 2019: 18-33, Beijing, China, December 15-17, 2019
Juan José Besa Vial, Michael T. Goodrich, Timothy Johnson, Martha C. Osegueda: Minimum-Width Drawings of Phylogenetic Trees. COCOA 2019: 39-55, Xiamen, Fujian, China, December 13-15, 2019
Marwen Zorgui, Mohammed E. Fouda, Zhiying Wang, Ahmed M. Eltawil, Fadi J. Kurdahi: Non-Stationary Polar Codes for Resistive Memories. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Gongjin Sun, Sang-Woo Jun: ZFP-V: Hardware-Optimized Lossy Floating Point Compression. FPT 2019: 117-125, Tianjin, China, December 9-13, 2019
Elbruz Ozen, Alex Orailoglu: Sanity-Check: Boosting the Reliability of Safety-Critical Deep Neural Network Applications. ATS 2019: 7-12, Kolkata, India, December 10-13, 2019
Yoshimichi Nakatsuka, Andrew Paverd, Gene Tsudik: PDoT: private DNS-over-TLS with TEE support. ACSAC 2019: 489-499, San Juan, Puerto Rico, USA, December 9 – 13, 2019
Meng Hua, A. Lee Swindlehurst, Chunguo Li, Luxi Yang: UAV-Aided Backscatter Networks: Joint UAV Trajectory and Protocol Design. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Zhi Lin, Min Lin, Tomaso de Cola, Benoît Champagne, A. Lee Swindlehurst: ZF-Based Beamforming for Wireless Powered Cognitive Satellite-Terrestrial Networks. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Igor Bisio, Chiara Garibotto, Fabio Lavagetto, Marco Levorato, Andrea Sciarrone: Statistical Analysis of Wireless Traffic: An Adversarial Approach to Drone Surveillance. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Tao-Yi Lee, Marco Levorato, Nikil D. Dutt: DNN-Assisted Sensor for Energy-Efficient ECG Monitoring. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Hao Yang, Kun Du, Yubao Zhang, Shuang Hao, Zhou Li, Mingxuan Liu, Haining Wang, Hai-Xin Duan, Yazhou Shi, XiaoDong Su, Guang Liu, Zhifeng Geng, Jianping Wu: Casino Royale: A Deep Exploration of Illegal Online Gambling. ACSAC 2019: 500-513, San Juan, Puerto Rico, USA, December 9-13, 2019
Tao-Yi Lee, Marco Levorato, Nikil D. Dutt: DNN-Assisted Sensor for Energy-Efficient ECG Monitoring. GLOBECOM 2019: 1-6, Waikoloa, HI, USA, December 9-13, 2019
Rebekah Houser, Zhou Li, Chase Cotton, Haining Wang: An Investigation on Information Leakage of DNS Over TLS. CoNEXT 2019: 123-137, Orlando, FL, US, December 9-12, 2019
Siavash Rezaei, Eli Bozorgzadeh, Kanghee Kim: UltraShare: FPGA-based Dynamic Accelerator Sharing and Allocation. ReConFig 2019: 1-5, Cancun, Mexica, December 9-11, 2019
Ali Mirzaeian, Houman Homayoun, Avesta Sasan:TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs. ReConFig 2019: 1-8, Cancun, Mexico, December 9-11, 2019
Nil Mamano, Alon Efrat, David Eppstein, Daniel Frishberg, Michael T. Goodrich, Stephen G. Kobourov, Pedro Matias, Valentin Polishchuk: New Applications of Nearest-Neighbor Chains: Euclidean TSP and Motorcycle Graphs. ISAAC 2019: 51:1-51:21, Shanghai China, December 8-11, 2019
David Eppstein, Michael T. Goodrich, James A. Liu, Pedro Matias: Tracking Paths in Planar Graphs. ISAAC 2019: 54:1-54:17, Shanghai China, December 8-11, 2019
Harsh Bhagwani, Rohit Negi, Aneet Kumar Dutta, Anand Handa, Nitesh Kumar, Sandeep Kumar Shukla: Automated Classification of Web-Application Attacks for Intrusion Detection. SPACE 2019: 123-141, Gandhinagar, India, December 5-7, 2019
Han Wang, Setareh Rafatirad, Houman Homayoun: A+ Tuning: Architecture+Application Auto-Tuning for In-Memory Data-Processing Frameworks. ICPADS 2019: 163-166, Tianjin, China, December 4-6, 2019
Yu Meng, Kwei-Jay Lin, Bo-Lung Tsai, Chi-Sheng Shih, Bin Zhang: PicPose: Using Picture Posing for Localization Service on IoT Devices. SOCA 2019: 82-89, Kaohsiung, Taiwan, November, 18-21, 2019
Zahraa Marafie, Kwei-Jay Lin, Daben Wang, Haoyu Lyu, Yu Meng, Takayuki Ito: AutoCoach: Driving Behavior Management Using Intelligent IoT Services. SOCA 2019: 103-110, Kaohsiung, Taiwan, November, 18-21, 2019
Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing: FPGA Energy Efficiency by Leveraging Thermal Margin. ICCD 2019: 376-384, Abu Dhabi, United Arab Emirates, November 17-20, 2019
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing: Dynamic Optimization of Battery Health in IoT Networks. ICCD 2019: 648-655, Abu Dhabi, United Arab Emirates, November 17-20, 2019
Hamid Nejatollahi, Rosario Cammarota, Nikil D. Dutt: Flexible NTT Accelerators for RLWE Lattice-Based Cryptography. ICCD 2019: 329-332, Abu Dhabi, United Arab Emirates, November 17-20, 2019
Davide Callegaro, Sabur Baidya, Gowri Sankar Ramachandran, Bhaskar Krishnamachari, Marco Levorato: Information Autonomy: Self-Adaptive Information Management for Edge-Assisted Autonomous UAV Systems. MILCOM 2019: 40-45, Norfolk, VA, USA, November, 12-14, 2019
Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen, Tiantian Zhu, Hai Yang: Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts. ACM Conference on Computer and Communications Security 2019: 1831-1847, London, UK, November 11-15, 2019
Xuhua Ding, Ercan Ozturk, Gene Tsudik: Balancing Security and Privacy in Genomic Range Queries. WPES@CCS 2019: 106-110, London, UK, November 11, 2019
Jason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta: Who can Access What, and When?: Understanding Minimal Access Requirements of Building Applications. BuildSys@SenSys 2019: 121-124, New York City, NY, USA, November 10-13, 2019
Gabe Fierro, Jason Koh, Yuvraj Agarwal, Rajesh K. Gupta, David E. Culler: Beyond a House of Sticks: Formalizing Metadata Tags with Brick. BuildSys@SenSys 2019: 125-134, New York City, NY, USA, November 10-13, 2019
Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta: Interactive Building Metadata Normalization. BuildSys@SenSys 2019: 340-341, New York City, NY, USA, November 10-13, 2019
Rishikanth Chandrasekaran, Yunhui Guo, Anthony Thomas, Massimiliano Menarini, Michael H. Ostertag, Yeseong Kim, Tajana Rosing: Efficient Sparse Processing in Smart Home Applications. SenSys-ML 2019: 19-24, Newyork City, NY, USA, November 10, 2019
Xiaojie Guo, Liang Zhao, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: Deep Multi-attributed Graph Translation with Node-Edge Co-Evolution. ICDM 2019: 250-259, Beijing, China, November 8-11, 2019
Yuyang Gao, Lingfei Wu, Houman Homayoun, Liang Zhao: DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums. ICDM 2019: 1042-1047, Beijing, China, November 8-11, 2019
Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing: SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. ICCAD 2019: 1-8, Westminster, CO, USA, November 4-7, 2019
Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing: Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. ICCAD 2019: 1-8, Westminster, CO, USA, November 4-7, 2019
Gaurav Kolhe, Hadi Mardani Kamali, Miklesh Naicker, Tyler David Sheaves, Hamid Mahmoodi, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad, Avesta Sasan: Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. ICCAD 2019: 1-8,Westminster, CO, USA, November 4-7, 2019
Ivan De Oliveira Nunes, Karim Eldefrawy, Norrathep Rattanavipanon, Gene Tsudik: PURE: Using Verified Remote Attestation to Obtain Proofs of Update, Reset and Erasure in low-End Embedded Systems. ICCAD 2019: 1-8, Westminster, CO, USA, November 4-7, 2019
Christian Navasca, Cheng Cai, Khanh Nguyen, Brian Demsky, Shan Lu, Miryung Kim, Guoqing Harry Xu: Gerenuk: thin computation over big native data using speculative program transformation. SOSP 2019: 538-553, Huntsville, Ontario, Canada, October 27-30, 2019
Kun Du, Hao Yang, Zhou Li, Hai-Xin Duan, Shuang Hao, Baojun Liu, Yuxiao Ye, Mingxuan Liu, XiaoDong Su, Guang Liu, Zhifeng Geng, Zaifeng Zhang, Jinjin Liang: TL;DR Hazard: A Comprehensive Study of Levelsquatting Scams. SecureComm (2) 2019: 3-25, Orlando, FL, USA, October 23-25, 2019
Bishwas C. Gupta, Sandeep K. Shukla: A Study of Inequality in the Ethereum Smart Contract Ecosystem. IoTSMS 2019: 441-449, Granada, Spain, October 22-25, 2019
Chaoyi Lu, Baojun Liu, Zhou Li, Shuang Hao, Hai-Xin Duan, Mingming Zhang, Chunying Leng, Ying Liu, Zaifeng Zhang, Jianping Wu: An End-to-End, Large-Scale Measurement of DNS-over-Encryption: How Far Have We Come? Internet Measurement. Conference 2019: 22-25, Amsterdam, Netherlands, October 21-23, 2019
Yoshitomo Matsubara, Sabur Baidya, Davide Callegaro, Marco Levorato, Sameer Singh: Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems. HotEdgeVideo@MOBICOM 2019: 21-26, Los Cabos, Mexico, October 21- 25, 2019
Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing: Robust Velocity Control for Minimum Steady State Uncertainty in Persistent Monitoring Applications. ACC 2019: 2501-2508, Philadelphia, PA, USA, July 10-12, 2019
Mohsen Imani, Justin Morris, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing: AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing. BioCAS 2019: 1-4, Nara, Japan, October 17-19. 2019
Seyedeh Yasaman Hosseini Mirmahaleh, Midia Reshadi, Hesam Shabani, Xiaochen Guo, Nader Bagherzadeh: Flow Mapping and Data Distribution on Mesh-based Deep Learning Accelerator. NOCS 2019: 13:1-13:8, New York, New York City, USA, October 17-18, 2019
Abhijitt Dhavlle, Sahil Bhat, Setareh Rafatirad, Houman Homayoun, Sai Manoj P. D.: Sequence-Crafter: Side-Channel Entropy Minimization to Thwart Timing-based Side-Channel Attacks. CASES (work in progress) 2019: 1-2, New York City, NY, USA, October 13-18, 2019
Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao: SAT to SAT-Hard Clause Translator. CASES (work in progress) 2019: 1-2, New York City, NY, USA, October 13-18, 2019
Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi J. Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf: The information processing factory: a paradigm for life cycle management of dependable systems. CODES+ISSS 2019: 20:1-20:2, New York City, NY, USA, OCtober 13-18, 2019
Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil D. Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf: SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management. MICRO 2019: 685-698, Columbus, OH, USA, October 12-16. 2019
Chen-Ying Hsieh, Ardalan Amiri Sani, Nikil D. Dutt: SURF: Self-aware Unified Runtime Framework for Parallel Programs on Heterogeneous Mobile Architectures. VLSI-SoC 2019: 136-141, Cuzco, Peru, October 6-9, 2019
Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Ahmed M. Eltawil, Fadi J. Kurdahi: Sensitivity of Galvanic Intra-Body Communication Channel to System Parameters. BODYNETS 2019: 150-160, Florence, Italy, October 2-3, 2019
Mohsen Imani, Saransh Gupta, Tajana Rosing: Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications. MEMSYS 2019: 38-40, Washington, DC, September 30 – October 3, 2019
Ahmad Ibrahim, Ahmad-Reza Sadeghi, Gene Tsudik: HEALED: HEaling & Attestation for Low-End Embedded Devices. Financial Cryptography 2019: 627-645, Frigate Bay, Saint Kitts, September 30, 2019
Kimia Zamiri Azar, Farnoud Farahmand, Hadi Mardani Kamali, Shervin Roshanisefat, Houman Homayoun, William Diehl, Kris Gaj, Avesta Sasan: COMA: Communication and Obfuscation Management Architecture. RAID 2019: 181-195, Beijing China, September 23-25, 2019
Wenrui Diao, Yue Zhang, Li Zhang, Zhou Li, Fenghao Xu, Xiaorui Pan, Xiangyu Liu, Jian Weng, Kehuan Zhang, XiaoFeng Wang: Kindness is a Risky Business: On the Usage of the Accessibility APIs in Android. RAID 2019: 261-275, Beijing, China, September 23-25, 2019
Juan José Besa Vial, Giordano Da Lozzo, Michael T. Goodrich: Computing k-Modal Embeddings of Planar Digraphs. ESA 2019: 19:1-19:16, Munich/Garching, Germany, September 9-11, 2019
Hosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad: Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis Design. FPL 2019: 397-403, Barcelona, Spain, September 8-12, 2019
Myeongsoo Kim, Changheon Song, Hyeji Kim, Deahyun Park, Yeeji Kwon, Eun Namkung, Ian G. Harris, Marcel Carlsson: Scam Detection Assistant: Automated Protection from Scammers. SA 2019: 1-8, Krakow, Poland, September 4-6, 2019
Oliver Keszöcze, Ian G. Harris: Chatbot-based assertion generation from natural language specifications. FDL 2019: 1-6, Southampton, United Kingdom, September 2-4, 2019
Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci:Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays. AICAS 2020: 218-222, Genova, Italy, August 31- September 2, 2020
Alexandre Marcastel, Inbar Fijalkow, A. Lee Swindlehurst: Energy efficient downlink massive MIMO: Is 1-bit quantization a solution? ISWCS 2019: 198-202, Oulu, Finland, August 27-30, 2019
Nafiul Rashid, Gustavo Quiros, Mohammad Abdullah Al Faruque: A Survivability-Aware Cyber-Physical Systems Design Methodology. CASE 2019: 848-853, Vancouver, VC, Canada, August 22-26, 2019
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: Full-Lock: Hard Distributions of SAT instances for Obfuscating Circuits using Fully Configurable Logic and Routing Blocks. DAC 2019: 89, Las Vegas, NV, USA, August 22, 2019
Sai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad: Adversarial Attack on Microarchitectural Events based Malware Detectors. DAC 2019: 164, Las Vegas, NV, USA, August 22, 2019
Morteza Hosseini, Mark Horton, Hiren Paneliya, Utteja Kallakuri, Houman Homayoun, Tinoosh Mohsenin: On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers. DAC 2019: 203, Las Vegas, NV, USA, August 22, 2019
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing: ARGA: Approximate Reuse for GPGPU Acceleration. DAC 2019: 8, Las Vegas, NV, USA, August 22, 2019
Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing: BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing. DAC 2019: 52, Las Vegas, NV, USA, August 22, 2019
Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing: ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control. DAC 2019: 159, Las Vegas, NV, USA, August 22, 2019
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing: Thermal-Aware Design and Management for Search-based In-Memory Acceleration. DAC 2019: 174, Las Vegas, NV, USA, August 22, 2019
Jindan Xu, Wei Xu, A. Lee Swindlehurst: Discrete Phase Shift Design for Practical Large Intelligent Surface Communication. PACRIM 2019: 1-5, Victoria, BC, Canada, August 21-23, 2019
Davide Callegaro, Sabur Baidya, Marco Levorato: A Measurement Study on Edge Computing for Autonomous UAVs. MAGESys@SIGCOMM 2019: 29-35, Beijing China, August 18 – 23, 2019
Ivan De Oliveira Nunes, Karim Eldefrawy, Norrathep Rattanavipanon, Michael Steiner, Gene Tsudik: VRASED: A Verified Hardware/Software Co-Design for Remote Attestation. USENIX Security Symposium 2019: 1429-1446, Santa Clara, CA, USA, August 14-16, 2019
Mahdi Torabzadehkashi, Ali Heydarigorji, Siavash Rezaei, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh: Accelerating HPC Applications Using Computational Storage Devices. HPCC/SmartCity/DSS 2019: 1878-1885, Zhangjiajie, China, August 10-12, 2019
Ganghee Jang, Jean-Luc Gaudiot: Data Shepherding: A Last Level Cache Design for Large Scale Chips. HPCC/SmartCity/DSS 2019: 1920-1927, Zhangjiajie, China, August, 10-12, 2019
Maria Malik, Hassan Ghasemzadeh, Tinoosh Mohsenin, Rosario Cammarota, Liang Zhao, Avesta Sasan, Houman Homayoun, Setareh Rafatirad: ECoST: Energy-Efficient Co-Locating and Self-Tuning MapReduce Applications. ICPP 2019: 7:1-7:11, Kyoto, Japan, August 5-8, 2019
Huan Wang, Hossein Mohammadnezhad, Damla Dimlioglu, Payam Heydari: A 100-120GHz 20Gbps Bits-to-RF 16QAM Transmitter Using 1-bit Digital-to-Analog Interface. CICC 2019: 1-4, Austin, TX, USA, August 1, 2020
Hossein Mohammadnezhad, Huan Wang, Andreia Cathelin, Payam Heydari: A Single-Channel RF-to-Bits 36Gbps 8PSK RX with Direct Demodulation in RF Domain. CICC 2019: 1-4, Austin, TX, USA, August 1, 2019
Xiao Liu, Mingxuan Zhou, Tajana Simunic Rosing, Jishen Zhao: HR³AM: A Heat Resilient Design for RRAM-based Neuromorphic Computing. ISLPED 2019: 1- 6, Lausanne, Switzerland, July 29-31, 2019
Justin Morris, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing: CompHD: Efficient Hyperdimensional Computing Using Model Compression. ISLPED 2019: 1-6, Lausanne, Switzerland, July 29-31, 2019
Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing: RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment. ISLPED 2019: 1-6, Lausanne, Switzerland, July 29-31, 2019
Mahdi Pedram, Seyed Ali Rokni, Marjan Nourollahi, Houman Homayoun, Hassan Ghasemzadeh: Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification. BSN 2019: 1-4, Chicago, IL, USA, July 25, 2019
Baojun Liu, Chaoyi Lu, Hai-Xin Duan, Ying Liu, Zhou Li, Shuang Hao, Min Yang: Who is Answering my Queries: Understanding and Characterizing Interception of the DNS Resolution Path. ANRW 2019: 15-16, Montreal, Quebec, Canada, July 22, 2019
Congmiao Li, Jean-Luc Gaudiot: Detecting Malicious Attacks Exploiting Hardware Vulnerabilities Using Performance Counters. COMPSAC (1) 2019: 588-597, Milwaukee, WI, USA, July 15-19, 2019
Mohamed Asan Basiri, Sandeep K. Shukla: Formal Hardware Verification of InfoSec Primitives. ISVLSI 2019: 140-145, Miami, FL, USA, July 15-17, 2019
Mohammed Alnemari, Nader Bagherzadeh: Efficient Deep Neural Networks for Edge Computing. EDGE 2019: 1-7, Milan, Italy, July 8-13, 2019
Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing: A Framework for Collaborative Learning in Secure High-Dimensional Space. CLOUD 2019: 435-446, Milan, Italy, July 8-13, 2019
Igor Burago, Marco Levorato: Cloud-Assisted On-Sensor Observation Classification in Latency-Impeded IoT Systems. ISIT 2019: 1462-1466, Paris, France, July, 7-12, 2019
Tyler Kaczmarek, Ercan Ozturk, Gene Tsudik: Thermanator: Thermal Residue-Based Post Factum Attacks on Keyboard Data Entry. AsiaCCS 2019: 586-593, Auckland, New Zealand, July 7-12, 2019
Ivan De Oliveira Nunes, Ghada Dessouky, Ahmad Ibrahim, Norrathep Rattanavipanon, Ahmad-Reza Sadeghi, Gene Tsudik: Towards Systematic Design of Collective Remote Attestation Protocols. ICDCS 2019: 1188-1198, Dallas, TX, USA, July 7-10, 2019
Hang Nguyen, Md. Yusuf Sarwar Uddin, Nalini Venkatasubramanian: Multistage Adaptive Load Balancing for Big Active Data Publish Subscribe Systems. the 13th ACM International Conference on Distributed and Event-Based Systems (DEBS 2019): 43-54, Darmstadt, Germany, June 24-28, 2019
Behnam Pourghassemi, Ardalan Amiri Sani, Aparna Chandramowlishwaran: What-If Analysis of Page Load Time in Web Browsers Using Causal Profiling. the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, (Abstracts 2019): 87-88, Phoenix, AZ, USA, June 24-28, 2019
Chenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu: Panthera: Holistic Memory Management for Big Data Processing Over Hybrid Memories. the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2019): 347-362, Phoenix, AZ, USA, June 22-26, 2019
Rajesh K. Gupta, Jason Koh, Dezhi Hong: New Models and Methods for Programming Cyber-Physical Systems (Keynote). the 20th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES 2019): 1-3, Phoenix, AZ, USA, June 23-23, 2019
Zhou Fang, Dezhi Hong, Rajesh K. Gupta: Serving Deep Neural Networks at the Cloud Edge for Vision Applications on Mobile Platforms. the 10th ACM Multimedia Systems Conference (MMSys 2019): 36-47, Amherst, MA, USA, June 18-21, 2019
Fan Dang, Zhenhua Li, Yunhao Liu, Ennan Zhai, Qi Alfred Chen, Tianyin Xu, Yan Chen, Jingyu Yang: Understanding Fileless Attacks on Linux-Based IoT Devices with HoneyCloud. the 17th Annual International Conference on Mobile Systems, Applications, and Services, (MobiSys 2019): 482-493, Seoul, Republic of Korea, June 17-21, 2019
Yuxuan Yan, Zhenhua Li, Qi Alfred Chen, Christo Wilson, Tianyin Xu, Ennan Zhai, Yong Li, Yunhao Liu: Understanding and Detecting Overlay-Based Android Malware at Market Scales. the 17th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2019): 168-179, Seoul, Republic of Korea, June 17-21, 2019
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing: ARGA: Approximate Reuse for GPGPU Acceleration. the 56th Annual Design Automation Conference 2019 (DAC 2019): 8:1-8:6, Las Vegas, NV, USA, June 2-6, 2019
Omid Assare, Rajesh K. Gupta: Accurate Estimation of Program Error Rate for Timing-Speculative Processors. the 56th Annual Design Automation Conference 2019 (DAC 2019): 180:1-180:6, Las Vegas, NV, USA, June 2-6, 2019
Morteza Hosseini, Mark Horton, Hiren Paneliya, Utteja Kallakuri, Houman Homayoun, Tinoosh Mohsenin: On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers. the 56th Annual Design Automation Conference 2019 (DAC 2019): 203:1-203:6, Las Vegas, NV, USA, June 2-6, 2019
Sai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad: Adversarial Attack on Microarchitectural Events based Malware Detectors. the 56th Annual Design Automation Conference 2019 (DAC 2019): 164:1-164:6, Las Vegas, NV, USA, June 2-6, 2019
Hadi Mardani Kamali, Kimia Zamiri Azar, Houman Homayoun, Avesta Sasan: Full-Lock: Hard Distributions of SAT instances for Obfuscating Circuits using Fully Configurable Logic and Routing Blocks. the 56th Annual Design Automation Conference 2019 (DAC 2019): 89:1-89:6, Las Vegas, NV, USA, June 2-6, 2019
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing: Thermal-Aware Design and Management for Search-Based In-Memory Acceleration. the 56th Annual Design Automation Conference 2019 (DAC 2019): 174:1-174:6, Las Vegas, NV, USA, June 2-6, 2019
Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing: ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control. the 56th Annual Design Automation Conference 2019 (DAC 2019): 159:1-159:6, Las Vegas, NV, USA, June 2-6, 2019
Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing: BRIC: Locality-Based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing. the 56th Annual Design Automation Conference 2019 (DAC 2019): 52:1-52:6, Las Vegas, NV, USA, June 2-6, 2019
Elbruz Ozen, Alex Orailoglu: The Return of Power Gating: Smart Leakage Energy Reductions in Modern Out-of-Order Processor Architectures. the 32nd International Conference on Architecture of Computing Systems (ARCS 2019): 253-266, Copenhagen, Denmark, May 20-23, 2019
Karim Eldefrawy, Gene Tsudik: Advancing Remote Attestation via Computer-Aided Formal Verification of Designs and Synthesis of Executables: Opinion. the 12th Conference on Security and Privacy in Wireless and Mobile Networks, (WiSec 2019): 45-48, Miami, Florida, USA, May 15-17, 2019
Emmanouil Alimpertis, Athina Markopoulou, Carter T. Butts, Konstantinos Psounis: City-Wide Signal Strength Maps: Prediction with Random Forests. the 27th World Wide Web Conference (WWW 2019): 2536-2542, San Francisco, CA, USA, May 13-17, 2019
Ardalan Amiri Sani, Thomas Anderson: The Case for I/O-Device-As-A-Service. the 17th Hot Topics in Operating Systems (HotOS 2019): 66-72 Bertinoro, Italy, May 13-15, 2019
Shilpa Rao, A. Lee Swindlehurst, Hessam Pirzadeh: Massive Mimo Channel Estimation with 1-Bit Spatial Sigma-Delta ADCS. the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019): 4484-4488, Brighton, United Kingdom, May 12-17, 2019
Diaa Badawi, Sule Ozev, Jennifer Blain Christen, Chengmo Yang, Alex Orailoglu, A. Enis Çetin: Detecting Gas Vapor Leaks through Uncalibrated Sensor Based CPS. the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019): 8296-8300, Brighton, United Kingdom, May 12-17, 2019
Sina Shahhosseini, Iman Azimi, Arman Anzanpour, Axel Jantsch, Pasi Liljeberg, Nikil D. Dutt, Amir M. Rahmani: Dynamic Computation Migration at the Edge: Is There an Optimal Choice? the 2019 ACM on Great Lakes Symposium on VLSI, (GLSVLSI 2019): 519-524, Tysons Corner, VA, USA, May 9-11, 2019
Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun: On Custom LUT-Based Obfuscation. the 2019 ACM on Great Lakes Symposium on VLSI (GLSVLSI 2019): 477-482, Tysons Corner, VA, USA, May 9-11, 2019
Kimia Zamiri Azar, Hadi Mardani Kamali, Houman Homayoun, Avesta Sasan: Threats on Logic Locking: A Decade Later. the 2019 ACM on Great Lakes Symposium on VLSI (GLSVLSI 2019): 471-476, Tysons Corner, VA, USA, May 9-11, 2019
Mahmoud Namazi, Hosein Mohammadi Makrani, Zhi Tian, Setareh Rafatirad, Mohamad Hosein Akbari, Avesta Sasan, Houman Homayoun: Mitigating the Performance and Quality of Parallelized Compressive Sensing Reconstruction Using Image Stitching. the 2019 ACM on Great Lakes Symposium on VLSI (GLSVLSI 2019): 219-224, Tysons Corner, VA, USA, May 9-11, 2019
Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing: FloatPIM: In-Memory Acceleration of Deep Neural Network Training with High Precision. the 16th IEEE International Conference on Networking, Sensing and Control (ISCA 2019): 802-815, Banff, AB, Canada, May 9-11, 2019
Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana S. Rosing: Hierarchical and Distributed Machine Learning Inference Beyond the Edge. the 16th IEEE International Conference on Networking, Sensing and Control (ICNSC 2019): 18-23, Banff, AB, Canada, May 9-11, 2019
Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, Tajana Rosing: DigitalPIM: Digital-Based Processing In-Memory for Big Data Acceleration. the 2019 ACM on Great Lakes Symposium on VLSI, (GLSVLSI 2019): 429-434, Tysons Corner, VA, USA, May 9-11, 2019
Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, Tajana Rosing: UPIM: Unipolar Switching Logic for High Density Processing-In-Memory Applications. the 2019 ACM on Great Lakes Symposium on VLSI, (GLSVLSI 2019): 255-258, Tysons Corner, VA, USA, May 9-11, 2019
Saransh Gupta, Mohsen Imani, Tajana Rosing: Exploring Processing In-Memory for Different Technologies. the 2019 ACM on Great Lakes Symposium on VLSI, (GLSVLSI 2019) 201-206, Tysons Corner, VA, USA, May 9-11, 2019
Mohammad R. Nakhkash, Tuan Nguyen Gia, Iman Azimi, Arman Anzanpour, Amir M. Rahmani, Pasi Liljeberg: Analysis of Performance and Energy Consumption of Wearable Devices and Mobile Gateways in IoT Applications. the International Conference on Omni-Layer Intelligent Systems (COINS 2019): 68-73, Crete, Greece, May 5-7, 2019
Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing: SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing. the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM 2019): 190-198, San Diego, CA, USA, April 28 – May 1, 2019.
Sang-Woo Jun, Arvind Arvind: Wire-Speed Multirate Accelerator for Aggregation Operations on Sorted Data. the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM 2019): 324, San Diego, CA, USA, April 28 – May 1, 2019
Chung-Yi Kao, Cheng-Ting Lee, Yu-Hung Yeh, Jui-Feng Sung, Pai H. Chou: EcoSim: A Smartphone-Based Sensor-Node Emulator with Native Sensors and Protocol Stack. the International Symposium on VLSI Design, Automation and Test (VLSI-DAT 2019): 1-4, Hsinchu, Taiwan, April 22-25, 2019
Hsinchung Chen, Subramanian Meenakshi, Ali HeydatiGorji, Seyede Mahya Safavi, Pai H. Chou, Cheng-Ting Lee, Ruey-Kang Chang: BlueBox: A Complete Recorder for Code-Blue Events in Hospitals. the International Symposium on VLSI Design, Automation and Test (VLSI-DAT 2019): 1-4, Hsinchu, Taiwan, April 22-25, 2019
Praveen Venkateswaran, Mahima Agumbe Suresh, Nalini Venkatasubramanian: Augmenting In-Situ with Mobile Sensing for Adaptive Monitoring of Water Distribution Networks. the 10th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2019): 151-162, Montreal, QC, Canada, April 16-18, 2019
Sujit Rokka Chhetri, Sina Faezi, Arquimedes Canedo, Mohammad Abdullah Al Faruque: QUILT: Quality Inference from Living Digital Twins in IoT-Enabled Manufacturing systems. the International Conference on Internet of Things Design and Implementation (IoTDI 2019): 237-248, Montreal, QC, Canada, April 15-18, 2019
Ranak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta: Real Time Principal Component Analysis. the 35th IEEE International Conference on Data Engineering (ICDE 2019): 1678-1681, Macao, China, April 8-11, 2019
Chen-Ying Hsieh, Ardalan Amiri Sani, Nikil D. Dutt: The Case for Exploiting Underutilized Resources in Heterogeneous Mobile Architectures. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1265-1268, Florence, Italy, March 25-29, 2019
Seyyed Ahmad Razavi, Eli Bozorgzadeh, Solmaz S. Kia: Communication-Computation Co-Design of Decentralized Task Chain in CPS Applications. the Design, Automation & Test in Europe Conference & Exhibition, DATE (2019): 1082-1087, Florence, Italy, March 25-29, 2019
Jean-Pierre Talpin, Jean-Joseph Marty, Shravan Narayan, Deian Stefan, Rajesh Gupta: Towards Verified Programming of Embedded Devices. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1445-1450, Florence, Italy, March 25-29, 2019
Jeng-Hau Lin, Atieh Lotfi, Vahideh Akhlaghi, Zhuowen Tu, Rajesh K. Gupta: Accelerating Local Binary Pattern Networks with Software-Programmable FPGAs. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1112-1117, Florence, Italy, March 25-29, 2019
Junchen Zhao, Ian G. Harris: Automatic Assertion Generation from Natural Language Specifications Using Subtree Analysis. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 598-601, Florence, Italy, March 25-29, 2019
Sai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun: Lightweight Node-Level Malware Detection and Network-Level Malware Confinement in IoT Networks. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 776-781, Florence, Italy, March 25-29, 2019
Hossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: 2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware Detection. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 728-73, Florence, Italy, March 25-29, 2019
Leon Li, Alex Orailoglu: Piercing Logic Locking Keys through Redundancy Identification. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 540-545, Florence, Italy, March 25-29, 2019
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Goal-Driven Autonomy for Efficient On-Chip Resource Management: Transforming Objectives to Goals. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1397-1402, Florence, Italy, March 25-29, 2019
Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing: HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1591-1594, Florence, Italy, March 25-29, 2019
Yeseong Kim, Ankit More, Emily Shriver, Tajana Rosing: Application Performance Prediction and Optimization Under Cache Allocation Technology. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 1285-1288, Florence, Italy, March 25-29, 2019
Mohsen Imani, Ricardo Garcia, Andrew Huang, Tajana Rosing: CADE: Configurable Approximate Divider for Energy Efficiency. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 586-589, Florence, Italy, March 25-29, 2019
Behnam Khaleghi, Tajana Simunic Rosing: Thermal-Aware Design and Flow for FPGA Performance Improvement. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 342-347, Florence, Italy, March 25-29, 2019
Mohsen Imani, John Messerly, Fan Wu, Wang Pi, Tajana Rosing: A Binary Learning Framework for Hyperdimensional Computing. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 126-131, Florence, Italy, March 25-29, 2019
Korosh Vatanparvar, Mohammad Abdullah Al Faruque: Self-Secured Control with Anomaly Detection and Recovery in Automotive Cyber-Physical Systems. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 788-793, Florence, Italy, March 25-29, 2019
Sujit Rokka Chhetri, Anthony Bahadir Lopez, Jiang Wan, Mohammad Abdullah Al Faruque: GAN-Sec: Generative Adversarial Network Modeling for the Security Analysis of Cyber-Physical Production Systems. the Design, Automation & Test in Europe Conference & Exhibition (DATE 2019): 770-775, Florence, Italy, March 25-29, 2019
Lulwah Alhubail, Nader Bagherzadeh: Power and Performance Optimal NoC Design for CPU-GPU Architecture Using Formal Models. the Design, Automation & Test in Europe Conference & Exhibition, (DATE 2019): 634-637 Florence, Italy, March 25-29, 2019
Zhiqiang Zuo, John Thorpe, Yifei Wang, Qiuhong Pan, Shenming Lu, Kai Wang, Guoqing Harry Xu, Linzhang Wang, Xuandong Li: Grapple: A Graph System for Static Finite-State Property Checking of Large-Scale Systems Code. the Fourteenth EuroSys Conference 2019 (EuroSys 2019): 38:1-38:17, Dresden, Germany, March 25-28, 2019
Jeffrey L. Krichmar: A Neurobiologically Inspired Plan Towards Cognitive Machines. the 2019 Towards Conscious AI Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS-19), Stanford, CA, March 25-27, 2019
Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian: Verifiable Round-Robin Scheme for Smart Homes. the Ninth ACM Conference on Data and Application Security and Privacy (CODASPY 2019): 49-60, Richardson, TX, USA, March 25-27, 2019
Jeffrey Lim, Po T. Wang, Haoran Pu, Charles Y. Liu, Spencer Kellis, Richard A. Andersen, Payam Heydari, An H. Do, Zoran Nenadic: Dipole Cancellation as an Artifact Suppression Technique in Simultaneous Electrocorticography Stimulation and Recording. the 9th International IEEE/EMBS Conference on Neural Engineering (NER 2019): 725-729, San Francisco, CA, USA, March 20-23, 2019
Katayoun Katayounnneshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan: Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks. the 20th International Symposium on Quality Electronic Design (ISQED 2019): 265-270, Santa Clara, CA, USA, March 6-7, 2019
Kenshu Seto, Hamid Nejatollahi, Jiyoung An, Sujin Kang, Nikil D. Dutt: Small Memory Footprint Neural Network Accelerators. the 20th International Symposium on Quality Electronic Design (ISQED 2019): 253-258, Santa Clara, CA, USA, March 6-7, 2019
Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing: MAPIM: Mat Parallelism for High Performance Processing in Non-Volatile Memory Architecture. the 20th International Symposium on Quality Electronic Design (ISQED 2019): 145-150, Santa Clara, CA, USA, March 6-7, 2019
Frank Vahid, Roman Lysecky: Auto-Graded Programming Labs: Dos and Don’ts for Less-Stressed Higher-Performing Students, Reduced Grading Time, and Happier Teachers. the 50th ACM Technical Symposium on Computer Science Education (SIGCSE 2019): 1250, Minneapolis, MN, USA, February 27 – March 02, 2019
Joe Michael Allen, Frank Vahid, Alex D. Edgcomb, Kelly Downey, Kris Miller: An Analysis of Using Many Small Programs in CS1. the 50th ACM Technical Symposium on Computer Science Education (SIGCSE 2019): 585-591, Minneapolis, MN, USA, February 27 – March 02, 2019
Dokyung Song, Felicitas Hetzelt, Dipanjan Das, Chad Spensky, Yeoul Na, Stijn Volckaert, Giovanni Vigna, Christopher Kruegel, Jean-Pierre Seifert, Michael Franz: PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary. the 26th Annual Network and Distributed System Security Symposium (NDSS 2019), San Diego, California, USA, February 24-27, 2019
Fenghao Xu, Wenrui Diao, Zhou Li, Jiongyi Chen, Kehuan Zhang: BadBluetooth: Breaking Android Security Mechanisms via Malicious Bluetooth Peripherals. the 26th Annual Network and Distributed System Security Symposium (NDSS 2019), San Diego, California, USA, February 24-27, 2019
Sina Faezi, Sujit Rokka Chhetri, Arnav Vaibhav Malawade, John Charles Chaput, William H. Grover, Philip Brisk, Mohammad Abdullah Al Faruque: Oligo-Snoop: A Non-Invasive Side Channel Attack Against DNA Synthesis Machines. the 26th Annual Network and Distributed System Security Symposium (NDSS 2019), San Diego, California, USA, February 24-27, 2019
Sajjad Taheri, Payman Behnam, Eli Bozorgzadeh, Alexander V. Veidenbaum, Alexandru Nicolau: AFFIX: Automatic Acceleration Framework for FPGA Implementation of OpenVX Vision Algorithms. the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2019): 252-261, Seaside, CA, USA, February 24-26, 2019
Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing: F5-HD: Fast Flexible FPGA-Based Framework for Refreshing Hyperdimensional Computing. the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2019): 53-62, Seaside, CA, USA, February 24-26, 2019
Huan Wang, Zisong Wang, Payam Heydari: A Wideband Blocker-Tolerant Receiver with High-Q RF-Input Selectivity and <-80dBm LO Leakage. the IEEE International Solid- State Circuits Conference (ISSCC 2019): 450-452, San Francisco, CA, USA, February 17-21, 2019
Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Hossein Bobarshad, Vladimir Castro Alves, Nader Bagherzadeh:Catalina: In-Storage Processing Acceleration for Scalable Big Data Analytics. the 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2019): 430-437 Pavia, Italy, February 13-15, 2019
Hosein Mohammadi Makrani, Hossein Sayadi, Tinoosh Mohsenin, Setareh Rafatirad, Avesta Sasan, Houman Homayoun: XPPE: Cross-Platform Performance Estimation of Hardware Accelerators Using Machine Learning. the 24th Asia and South Pacific Design Automation Conference (ASP-DAC 2019): 727-732, Tokyo, Japan, January 21-24, 2019
Ashkan Vakil, Houman Homayoun, Avesta Sasan: IR-ATA: IR Annotated Timing Analysis, a Flow for Closing the Loop Between PDN Design, IR Analysis & Timing Closure. the 24th Asia and South Pacific Design Automation Conference (ASP-DAC 2019): 152-159, Tokyo, Japan, January 21-24, 2019
Daniel Peroni, Mohsen Imani, Tajana Rosing: ALook: Adaptive Lookup for GPGPU Acceleration. the 24th Asia and South Pacific Design Automation Conference (ASP-DAC 2019): 739-746, Tokyo, Japan, January 21-24, 2019
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing: GRAM: Graph Processing in a ReRAM-Based Computational Memory. the 24th Asia and South Pacific Design Automation Conference (ASP-DAC 2019): 591-596, Tokyo, Japan, January 21-24, 2019
Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing: FACH: FPGA-Based Acceleration of Hyperdimensional Computing by Reducing Computational Complexity. the 24th Asia and South Pacific Design Automation Conference (ASP-DAC 2019): 493-498, Tokyo, Japan, January 21-24, 2019
Zhou Fang, Jeng-Hau Lin, Mani B. Srivastava, Rajesh K. Gupta: Multi-Tenant Mobile Offloading Systems for Real-Time Computer Vision Applications. the 20th International Conference on Distributed Computing and Networking (ICDCN 2019): 21-30, Bangalore, India, January 4-7, 2019
2018
Kyle E. Benson, Georgios Bouloukakis, Casey Grant, Valérie Issarny, Sharad Mehrotra, Ioannis D. Moscholios, Nalini Venkatasubramanian: FireDeX: a Prioritized IoT Data Exchange Middleware for Emergency Response. the 19th International Middleware Conference (Middleware 2018): 279-292, Rennes, France, December 10-14, 2018
Luca Scalzotto, Kyle E. Benson, Georgios Bouloukakis, Paolo Bellavista, Valérie Issarny, Sharad Mehrotra, Nalini Venkatasubramanian: An Implementation Experience with SDN-Enabled IoT Data Exchange Middleware. the 19th International Middleware Conference (Posters) (Middleware Posters 2018): 21-22, Rennes, France, December 10-14, 2018
Delaram Amiri, Arman Anzanpour, Iman Azimi, Marco Levorato, Amir M. Rahmani, Pasi Liljeberg, Nikil D. Dutt: Edge-Assisted Sensor Control in Healthcare IoT. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Davide Callegaro, Marco Levorato: Optimal Computation Offloading in Edge-Assisted UAV Systems. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Luca Bedogni, Marco Levorato: Rising User Privacy Against Predictive Context Awareness Through Adversarial Information Injection. the IEEE Global Communications Conference (GLOBECOM 2018): 1-6, Abu Dhabi, United Arab Emirates, December 9-13, 2018
Hasan Erdem Yantir, Ahmed M. Eltawil, Fadi J. Kurdahi: Low-Power Resistive Associative Processor Implementation Through the Multi-Compare. the 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2018): 165-168, Bordeaux, France, December 9-12, 2018
Alina Oprea, Zhou Li, Robin Norris, Kevin D. Bowers: MADE: Security Analytics for Enterprise Threat Detection. the 34th Annual Computer Security Applications Conference (ACSAC 2018): 124-136, San Juan, PR, USA, December 3-7, 2018
Zhe Zhou, Di Tang, Wenhao Wang, Xiaofeng Wang, Zhou Li, Kehuan Zhang: Beware of Your Screen: Anonymous Fingerprinting of Device Screens for Off-Line Payment Protection. the 34th Annual Computer Security Applications Conference (ACSAC 2018): 77-88, San Juan, PR, USA, December 3-7, 2018
Hsin-Yu Ting, Ardalan Amiri Sani, Eli Bozorgzadeh: System Services for Reconfigurable Hardware Acceleration in Mobile Devices. the 2018 International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018): 1-6, Cancun, Mexico, December 3-5, 2018
Ali Jafari, Morteza Hosseini, Houman Homayoun, Tinoosh Mohsenin: A Scalable and Low Power DCNN for Multimodal Data Classification. the 2018 International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018): 1-6, Cancun, Mexico, December 3-5, 2018
Yu Meng, Kwei-Jay Lin, Bingnan Peng, Bo-Lun Tsai, Chi-Sheng Shih: ArPico: Using Pictures to Build Localization Service for Indoor IoT Applications. the 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA 2018): 105-112, Paris, France, November 20-22, 2018
Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing: RNSnet: In-Memory Neural Network Acceleration Using Residue Number System. the 2018 IEEE International Conference on Rebooting Computing (ICRC 2018): 1-12, McLean, VA, USA, November 7-9, 2018
Carlos Michel Betemps, Mateus Santos De Melo, Amir M. Rahmani, Antonio Miele, Nikil D. Dutt, Bruno Zatt: Exploring Heterogeneous Task-Level Parallelism in a BMA Video Coding Application using System-Level Simulation. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 75-82, Salvador, Brazil, November 5-8, 2018
Fabíola Gonçalves C. Ribeiro, Achim Rettberg, Carlos E. Pereira, Charles Steinmetz, Michel S. Soares: Non-Functional Constraints Annotation to Real-Time Embedded System Design. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 219-224, Salvador, Brazil, November 5-8, 2018
Charles Steinmetz, Achim Rettberg, Fabíola Gonçalves C. Ribeiro, Greyce Schroeder, Carlos E. Pereira: Internet of Things Ontology for Digital Twin in Cyber Physical Systems. the 8th Brazilian Symposium on Computing Systems Engineering (SBESC 2018): 154-159, Salvador, Brazil, November 5-8, 2018
Saransh Gupta, Mohsen Imani, Tajana Rosing: FELIX: Fast and Energy-Efficient Logic in Memory. the 2018 International Conference on Computer-Aided Design(ICCAD 2018): 55, November 5-8, 2018
Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun: Efficient Utilization of Adversarial Training Towards Robust Machine Learners and its Analysis. the International Conference on Computer-Aided Design (ICCAD 2018): 78, San Diego, CA, USA, November 5-8, 2018
Hamid Mirzaei, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone: Enhanced Delta-Tolling: Traffic Optimization via Policy Gradient Reinforcement Learning. the 21st International Conference on Intelligent Transportation Systems (ITSC 2018): 47-52, Maui, HI, USA, November 4-7, 2018
Max Willian Soares Lima, Horacio A. B. Fernandes de Oliveira, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato: Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. the 17th IEEE International Symposium on Network Computing and Applications (NCA 2018): 1-5, Cambridge, MA, USA, November 1-3, 2018
Elham Shamsa, Anil Kanduri, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Goal Formulation: Abstracting Dynamic Objectives for Efficient On-Chip Resource Allocation. the 2018 IEEE Nordic Circuits and Systems Conference, NORCAS 2018: NORCHIP and International Symposium of System-on-Chip (NORCAS 2018): 1-4, Tallinn, Estonia, October 30-31, 2018
Fakir Sharif Hossain, Michihiro Shintani, Michiko Inoue, Alex Orailoglu: Variation-Aware Hardware Trojan Detection through Power Side-Channel. the IEEE International Test Conference (ITC 2018): 1-10, Phoenix, AZ, USA, October 29 – Nov. 1, 2018
Sabur Baidya, Zoheb Shaikh, Marco Levorato: FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot. the 21st ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2018): 37-45, Montreal, QC, Canada, October 28 – November 02, 2018
Sergey Shaboyan, Alireza Shahan Behbahani, Ahmed M. Eltawil: Robust Frame Boundary Synchronization for In-Band Full-Duplex OFDM System. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 1395-1399, Pacific Grove, CA, USA, October 28-31, 2018
Louis Pisha, Sean Hamilton, Dhiman Sengupta, Ching-Hua Lee, Krishna Chaithanya Vastare, Tamara Zubatiy, Sergio Luna, Cagri Yalcin, Alex Grant, Rajesh Gupta, Ganz Chockalingam, Bhaskar D. Rao, Harinath Garudadri: A Wearable Platform for Research in Augmented Hearing. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 223-227, Pacific Grove, CA, USA, October 28-31, 2018
Igor Burago, Marco Levorato: Randomized Edge-Assisted On-Sensor Information Selection for Bandwidth-Constrained Systems. the 52nd Asilomar Conference on Signals, Systems, and Computers (ACSSC 2018): 1462-1469, Pacific Grove, CA, USA, October 28-31, 2018
Ashkan Nikravesh, Qi Alfred Chen, Scott Haseley, Xiao Zhu, Geoffrey Challen, Z. Morley Mao: QoE Inference and Improvement Without End-Host Control. the 2018 IEEE/ACM Symposium on Edge Computing, (SEC 2018): 43-57, Seattle, WA, USA, October 25-27, 2018
Rahmadi Trimananda, Ali Younis, Bojun Wang, Bin Xu, Brian Demsky, Guoqing Harry Xu: Vigilia: Securing Smart Home Edge Computing. the 2018 IEEE/ACM Symposium on Edge Computing (SEC 2018): 74-89, Seattle, WA, USA, October 25-27, 2018
Ishan G. Thakkar, Sudeep Pasricha: Mitigating the Energy Impacts of VBTI Aging in Photonic Networks-on-Chip Architectures with Multilevel Signaling. the 9th International Green and Sustainable Computing Conference, Ninth International Green and Sustainable Computing Conference (IGSC 2018): 1-7, Pittsburgh, PA, USA, October 22-24, 2018
Mohammed E. Fouda, Ahmed E. Khorshid, Ibrahim N. Alquaydheb, Ahmed M. Eltawil, Fadi J. Kurdahi: Extracting the Cole-Cole Model Parameters of Tissue-Mimicking Materials. the 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS 2018): 1-4, Cleveland, OH, USA, October 17-19, 2018
Zhihao Yao, Saeed Mirzamohammadi, Ardalan Amiri Sani, Mathias Payer: Milkomeda: Safeguarding the Mobile GPU Interface Using WebGL Security Checks. the 25th 2018 ACM SIGSAC Conference on Computer and Communications Security Toronto (ACM 2018): 1455-1469 ON, Canada, October 15-19, 2018
Yeseong Kim, Mohsen Imani, Tajana S. Rosing: Efficient Human Activity Recognition Using Hyperdimensional Computing. the 8th International Conference on the Internet of Things (IOT 2018): 38:1-38:6, Santa Barbara, CA, USA, October 15-18, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun: Energy-Aware and Machine Learning-Based Resource Provisioning of In-Memory Analytics on Cloud. the ACM Symposium on Cloud Computing, (SoCC 2018): 517, Carlsbad, CA, USA, October 11-13, 2018
Kai Wang, Zhiqiang Zuo, John Thorpe, Tien Quang Nguyen, Guoqing Harry Xu: RStream: Marrying Relational Algebra with Streaming for Efficient Graph Mining on A Single Machine. the 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2018): 763-782, Carlsbad, CA, USA, October 8-10, 2018
Siavash Rezaei, Kanghee Kim, Eli Bozorgzadeh: Scalable Multi-Queue Data Transfer Scheme for FPGA-Based Multi-Accelerators. the 36th IEEE International Conference on Computer Design (ICCD 2018): 374-380, Orlando, FL, USA, October 7-10, 2018
Sudeep Pasricha, Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Varun Bhat: Securing Photonic NoC Architectures from Hardware Trojans. the 12th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2018): 15:1-15:8, Torino, Italy, October 4-5, 2018
Venkata Yaswanth Raparti, Sudeep Pasricha: DAPPER: Data Aware Approximate NoC for GPGPU Architectures. the 12th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2018): 7:1-7:8, Torino, Italy, October 4-5, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun: A Comprehensive Memory Analysis of Data Intensive Workloads on Server Class Architecture. the International Symposium on Memory Systems (MEMSYS 2018): 19-30, Old Town Alexandria, VA, USA, October 1-4, 2018
Houssam Abbas, Indranil Saha, Yasser Shoukry, Rüdiger Ehlers, Georgios Fainekos, Rajesh Gupta, Rupak Majumdar, Dogan Ulus: Embedded Software for Robotics: Challenges and Future Directions: Special Session. the International Conference on Embedded Software (EMSOFT) 2018: 10, Torino, Italy, September 30 – October 5, 2018
Ferdinand Brasser, Lucas Davi, Abhijitt Dhavlle, Tommaso Frassetto, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Ahmad-Reza Sadeghi, Avesta Sasan, Hossein Sayadi, Shaza Zeitouni, Houman Homayoun: Advances and Throwbacks in Hardware-Assisted Security: Special Session. the International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES 2018): 15:1-15:10, Torino, Italy, September 30 – October 05, 2018
Iman Azimi, Janne Takalo-Mattila, Arman Anzanpour, Amir M. Rahmani, Juha-Pekka Soininen, Pasi Liljeberg: Empowering Healthcare IoT Systems with Hierarchical Edge-Based Deep Learning. the Third IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE 2018): 63-68, Washington, DC, USA, September 26-28, 2018
Olugbenga Oti, Iman Azimi, Arman Anzanpour, Amir M. Rahmani, Anna Axelin, Pasi Liljeberg: IoT-Based Healthcare System for Real-Time Maternal Stress Monitoring. the Third IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE 2018): 57-62, Washington, DC, USA, September 26-28, 2018
Congmiao Li, Jean-Luc Gaudiot: Online Detection of Spectre Attacks Using Microarchitectural Traces from Performance Counters. the 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2018): 25-28, Lyon, France, September 24-27, 2018
Zhongqi Cheng, Tim Schmidt, Rainer Dömer: SystemC Coding Guideline for Faster Out-of-order Parallel Discrete Event Simulation. the 21st Forum on Specification & Design Languages (FDL 2018): 5-16, Garching, Germany, September 10-12, 2018
Julian Lettner, Dokyung Song, Taemin Park, Per Larsen, Stijn Volckaert, Michael Franz: PartiSan: Fast and Flexible Sanitization via Run-Time Partitioning. The Research in Attacks, Intrusions, and Defenses – 21st International Symposium (RAID 2018): 403-422, Heraklion, Crete, Greece, September 10-12, 2018
Brian Belleville, Hyungon Moon, Jangseop Shin, Dongil Hwang, Joseph M. Nash, Seonhwa Jung, Yeoul Na, Stijn Volckaert, Per Larsen, Yunheung Paek, Michael Franz: Hardware Assisted Randomization of Data. the Research in Attacks, Intrusions, and Defenses – 21st International Symposium (RAID 2018): 337-358, Heraklion, Crete, Greece, September 10-12, 2018
Ang Li, Christos Masouros, A. Lee Swindlehurst: 1-Bit Massive MIMO Downlink Based on Constructive Interference. the 26th European Signal Processing Conference (EUSIPCO 2018): 927-931, Roma, Italy, September 3-7, 2018
Kiran S. Balagani, Mauro Conti, Paolo Gasti, Martin Georgiev, Tristan Gurtler, Daniele Lain, Charissa Miller, Kendall Molas, Nikita Samarin, Eugen Saraci, Gene Tsudik, Lynn Wu: SILK-TV: Secret Information Leakage from Keystroke Timing Videos. the Computer Security – 23rd European Symposium on Research in Computer Security (ESORICS (1)) 2018: 263-280, Barcelona, Spain, September 3-7, 2018
Seyyed Ahmad Razavi, Eli Bozorgzadeh, Kanghee Kim, Solmaz S. Kia: Resource-Aware Decentralization of a UKF-Based Cooperative Localization for Networked Mobile Robots. the 21st Euromicro Conference on Digital System Design (DSD 2018): 296-303, Prague, Czech Republic, August 29-31, 2018
Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Trends in On-Chip Dynamic Resource Management. the 21st Euromicro Conference on Digital System Design (DSD 2018): 62-69, Prague, Czech Republic, August 29-31, 2018
Davit Hovhannisyan, Ahmed M. Eltawil, Mohammad Abdullah Al Faruque, Fadi J. Kurdahi: Circuit Inspired Modeling Method for Irrigation. the 21st Euromicro Conference on Digital System Design (DSD 2018): 328-335, Czech Republic, August 29-31, 2018
Kasra Moazzemi, Anil Kanduri, David Juhasz, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Axel Jantsch, Nikil D. Dutt: Trends in On-Chip Dynamic Resource Management. the 21st Euromicro Conference on Digital System Design (DSD 2018): 62-69, Prague, Czech Republic, August 29-31, 2018
Saeed Mirzamohammadi, Ardalan Amiri Sani: The Case for a Virtualization-Based Trusted Execution Environment in Mobile Devices. the 9th Asia-Pacific Workshop on Systems (APSys 2018): 2:1-2:8 Jeju Island, Republic of Korea, August 27-28, 2018
Seyed Mohammadjavad Seyed Talebi, Hamid Tavakoli, Hang Zhang, Zheng Zhang, Ardalan Amiri Sani, Zhiyun Qian: Charm: Facilitating Dynamic Analysis of Device Drivers of Mobile Systems. the 27th USENIX Security Symposium (USENIX Security 2018), 291-307, Baltimore, MD, USA, August 15-17, 2018
Baojun Liu, Chaoyi Lu, Hai-Xin Duan, Ying Liu, Zhou Li, Shuang Hao, Min Yang: Who Is Answering My Queries: Understanding and Characterizing Interception of the DNS Resolution Path. the 27th USENIX Security Symposium (USENIX Security 2018): 1113-1128, Baltimore, MD, USA, August 15-17, 2018
Ke Tian, Zhou Li, Kevin D. Bowers, Danfeng (Daphne) Yao: FrameHanger: Evaluating and Classifying Iframe Injection at Large Scale. the Security and Privacy in Communication Networks – 14th International Conference (SecureComm (2) 2018): 311-331, Singapore, August 8-10, 2018
Shuaike Dong, Menghao Li, Wenrui Diao, Xiangyu Liu, Jian Liu, Zhou Li, Fenghao Xu, Kai Chen, Xiaofeng Wang, Kehuan Zhang: Understanding Android Obfuscation Techniques: A Large-Scale Investigation in the Wild. the Security and Privacy in Communication Networks – 14th International Conference (SecureComm (1) 2018): 172-192, Singapore, August 8-10, 2018
David Eppstein, Michael T. Goodrich, Jordan Jorgensen, Manuel R. Torres: Geometric Fingerprint Recognition via Oriented Point-Set Pattern Matching. the 30th Canadian Conference on Computational Geometry, (CCCG 2018): 98-113, University of Manitoba, Winnipeg, Manitoba, Canada. 2018, August 8-10, 2018
Michael T. Goodrich, Timothy Johnson: Low Ply Drawings of Trees and 2-Trees. the 30th Canadian Conference on Computational Geometry, (CCCG 2018): 2-10, University of Manitoba, Winnipeg, Manitoba, Canada. 2018, August 8-10, 2018
Hossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun: Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded Devices. the 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications / 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE 2018): 1685-1688, New York, NY, USA, August 1-3, 2018
Jie Tang, Shaoshan Liu, Songwen Pei, Stéphane Zuckerman, Chen Liu, Weisong Shi, Jean-Luc Gaudiot: Teaching Autonomous Driving Using a Modular and Integrated Approach. the IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC 2018): 361-366, Tokyo, Japan, 23-27 July 2018
Cheng-Ting Lee, Yun-Hao Liang, Pai H. Chou, Ali Heydari Gorji, Seyede Mahya Safavi, Wen-Chan Shih, Wen-Tsuen Chen: EcoMicro: A Miniature Self-Powered Inertial Sensor Node Based on Bluetooth Low Energy. the International Symposium on Low Power Electronics and Design, (ISLPED 2018): 30:1-30:6, Seattle, WA, USA, July 23-25, 2018
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing: GAS: A Heterogeneous Memory Architecture for Graph Processing. the International Symposium on Low Power Electronics and Design (ISLPED 2018): 27:1-27:6, Seattle, WA, USA, July 23-25, 2018
Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing: RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing. the International Symposium on Low Power Electronics and Design (ISLPED 2018): 12:1-12:6, Seattle, WA, USA, July 23-25, 2018
Jeffrey Lim, Po T. Wang, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Susan J. Shaw, Michelle Armacost, Hui Gong, Charles Y. Liu, Payam Heydari, An H. Do, Zoran Nenadic: Characterization of Stimulation Artifact Behavior in Simultaneous Electrocorticography Grid Stimulation and Recording. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 4748-4751, Honolulu, HI, USA, July 18-21, 2018
Tracie Tran, Po T. Wang, Brian Lee, Charles Y. Liu, Evgeniy I. Kreydin, Zoran Nenadic, An H. Do: Electrocorticographic Activity of the Brain During Micturition. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 3622-3625, Honolulu, HI, USA, July 18-21, 2018
Po T. Wang, Colin M. McCrimmon, Payam Heydari, An H. Do, Zoran Nenadic: Subspace-Based Suppression of Cortical Stimulation Artifacts. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 2426-2429, Honolulu, HI, USA, July 18-21, 2018
Yung-Chih Su, Shun-Chi Wu, Chien Chen, Chen-Wei Chou, Sheng-Che Hung, A. Lee Swindlehurst, Shang-Yeong Kwan: Sample Entropy of High Frequency Oscillations for Epileptogenic Zone Localization. the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018): 1-4, Honolulu, HI, USA, July 18-21, 2018
Fabíola Gonçalves C. Ribeiro, Achim Rettberg, Carlos Eduardo Pereira, Charles Steinmetz, Michel S. Soares: Model-Based Design Methodology for Early Evaluation of Real-Time and Embedded Constraints. the 16th IEEE International Conference on Industrial Informatics (INDIN 2018): 875-881, Porto, Portugal, July 18-20, 2018
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi: Minimal Disturbed Bits in Writing Resistive Crossbar Memories. the 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 98-100, Athens, Greece, July 17-19, 2018
Mohammed E. Fouda, Jongeun Lee, Ahmed M. Eltawil, Fadi J. Kurdahi: Overcoming Crossbar Nonidealities in Binary Neural Networks Through Learning. 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 31-33, Athens, Greece, July 17-19, 2018
Mohammed E. Fouda, Ahmed M. Eltawil, Fadi J. Kurdahi: Minimal Disturbed Bits in Writing Resistive Crossbar Memories. the 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018): 98-100, Athens, Greece, July 17-19, 2018
Mohaned Qunaibit, Stefan Brunthaler, Yeoul Na, Stijn Volckaert, Michael Franz: Accelerating Dynamically-Typed Languages on Heterogeneous Platforms Using Guards Optimization. the 32nd European Conference on Object-Oriented Programming (ECOOP 2018): 16:1-16:29, Amsterdam, The Netherlands, July 16-21, 2018
Tiago Mück, Antônio Augusto Fröhlich, Giovani Gracioli, Amir M. Rahmani, João Gabriel Reis, Nikil D. Dutt: CHIPS-AHOy: A Predictable Holistic Cyber-physical Hypervisor for MPSoCs. the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2018): 73-80, Pythagorion, Greece, July 15-19, 2018
Katayoun Neshatpour, Hosein Mohammadi Makrani, Avesta Sasan, Hassan Ghasemzadeh, Setareh Rafatirad, Houman Homayoun: Architectural Considerations for FPGA Acceleration of Machine Learning Applications in MapReduce. the 18th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS 2018): 89-96, Pythagorion, Greece, July 15-19, 2018
Zahraa Marafie, Kwei-Jay Lin, Yanlong Zhai, Jing Li: ProActive Fintech: Using Intelligent IoT to Deliver Positive InsurTech Feedback. the 20th IEEE Conference on Business Informatics (CBI (2) 2018): 72-8, Vienna, Austria, July 11-14, 2018
Hamid Mirzaei, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone: Link-Based Parameterized Micro-Tolling Scheme for Optimal Traffic Management. the 17th International Conference on Autonomous Agents and MultiAgent Systems (AAMAS 2018): 2013-2015, Stockholm, Sweden, July 10-15, 2018
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun: Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. the 29th IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP 2018): 1-8, Milano, Italy, July 10-12, 2018
Gill Barequet, David Eppstein, Michael T. Goodrich, Nil Mamano: Stable-Matching Voronoi Diagrams: Combinatorial Complexity and Algorithms. the 45th International Colloquium on Automata, Languages, and Programming (ICALP 2018): 89:1-89:14, Prague, Czech Republic, July 9-13, 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Optimally Sorting Evolving Data. the 45th International Colloquium on Automata, Languages, and Programming (ICALP 2018): 81:1-81:13, Prague, Czech Republic, July 9-13, 2018
Brvan Donvanavard, Amir Mahdi Hosseini Monazzah, Nikil D. Dutt, Tiago Mück: Exploring Hybrid Memory Caches in Chip Multiprocessors. the13th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip (ReCoSoC 2018): 1-8, Lille, France, July 9-11, 2018
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Ting-Shuo Chou, Hirak J. Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018.
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Ting-Shuo Chou, Hirak J. Kashyap, Jinwei Xing, Stanislav Listopad, Emily L. Rounds, Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar: CARLsim 4: An Open Source Library for Large Scale, Biologically Detailed Spiking Neural Network Simulation using Heterogeneous Clusters. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018.
Hirak J. Kashyap, Georgios Detorakis, Nikil D. Dutt, Jeffrey L. Krichmar, Emre Neftci: A Recurrent Neural Network Based Model of Predictive Smooth Pursuit Eye Movement in Primates. the 2018 International Joint Conference on Neural Networks (IJCNN 2018): 1-8, Rio de Janeiro, Brazil, July 8-13, 2018
Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan: LUT-Lock: A Novel LUT-Based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. the 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2018): 405-410, Hong Kong, China, July 8-11, 2018
Md. Yusuf Sarwar Uddin, Nalini Venkatasubramanian: Edge Caching for Enriched Notifications Delivery in Big Active Data. the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018): 696-705, Vienna, Austria, July 2-6, 2018
Gill Barequet, Minati De, Michael T. Goodrich: Computing Convex-Straight-Skeleton Voronoi Diagrams for Segments and Convex Polygons. the Computing and Combinatorics – 24th International Conference (COCOON 2018): 130-142, Qing Dao, China, July 2-4, 2018
Shervin Roshanisefat, Harshith K. Thirumala, Kris Gaj, Houman Homayoun, Avesta Sasan: Benchmarking the Capabilities and Limitations of SAT Solvers in Defeating Obfuscation Schemes. the 24th IEEE International Symposium on On-Line Testing And Robust System Design (IOLTS 2018): 275-280, Platja D’Aro, Spain, July 2-4, 2018
Tyler Kaczmarek, Ercan Ozturk, Gene Tsudik: Assentication: User De-Authentication and Lunchtime Attack Mitigation with Seated Posture Biometric. the Applied Cryptography and Network Security – 16th International Conference (ACNS 2018): 616-633, Leuven, Belgium, July 2-4, 2018
Ivan Oliveira Nunes, Gene Tsudik: KRB-CCN: Lightweight Authentication and Access Control for Private Content-Centric Networks. the Applied Cryptography and Network Security – 16th International Conference (ACNS 2018): 598-615, Leuven, Belgium, July 2-4, 2018
Taemin Park, Julian Lettner, Yeoul Na, Stijn Volckaert, Michael Franz: Bytecode Corruption Attacks Are Real – And How to Defend Against Them. the Detection of Intrusions and Malware, and Vulnerability Assessment – 15th International Conference (DIMVA 2018): 326-348, Saclay, France, June 28-29, 2018
Giordano Da Lozzo, David Eppstein, Michael T. Goodrich, Siddharth Gupta: Subexponential-Time and FPT Algorithms for Embedded Flat Clustered Planarity. the Graph-Theoretic Concepts in Computer Science – 44th International Workshop (WG 2018): 111-124, Cottbus, Germany, June 27-29, 2018
Hossein Sayadi, Nisarg Patel, Sai Manoj P. D, Avesta Sasan, Setareh Rafatirad, Houman Homayoun: Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: a Comprehensive Analysis and Classification. the 55th Annual Design Automation Conference (DAC 2018): 1:1-1:6, San Francisco, CA, June 24–29, 2018
Venkata Yaswanth Raparti, Sudeep Pasricha: PARM: power supply noise aware resource management for NoC based multicore systems in the dark silicon era. the 55th Annual Design Automation Conference (DAC 2018): 62:1-62:6, San Francisco, CA, June 24–29, 2018
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Varun Bhat, Sudeep Pasricha: SOTERIA: exploiting process variations to enhance hardware security with photonic NoC architectures. the 55th Annual Design Automation Conference (DAC 2018): 81:1-81:6, San Francisco, CA, June 24–29, 2018
Anil Kanduri, Antonio Miele, Amir M. Rahmani, Pasi Liljeberg, Cristiana Bolchini, Nikil D. Dutt:
Approximation-aware coordinated power/performance management for heterogeneous multi-cores. the 55th Annual Design Automation Conference (DAC 2018): 68:1-68:6, San Francisco, CA, June 24-29, 2018
Xavier Carpent, Karim Eldefrawy, Norrathep Rattanavipanon, Ahmad-Reza Sadeghi, Gene Tsudik: Reconciling remote attestation and safety-critical operation on simple IoT devices.. the 55th Annual Design Automation Conference (DAC 2018): 90:1-90:6, San Francisco, CA, June 24–29, 2018
Vahideh Akhlaghi, Sicun Gao, Rajesh K. Gupta:LEMAX: Learning-based Energy Consumption Minimization in Approximate Computing with Quality Guarantee.the 55th Annual Design Automation Conference (DAC 2018): 161:1-161:6, San Francisco, June 24–29, 2018
Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta:
Mitigating Multi-tenant Interference in Continuous Mobile Offloading.11th International Conference (CLOUD 2018): 20-36, Seattle, WA, June 25-30, 2018
Cheng Cai, Qirun Zhang, Zhiqiang Zuo, Khanh Nguyen, Guoqing Harry Xu, Zhendong Su:
Calling-to-reference context translation via constraint-guided CFL-reachability. 39th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2018): 196-210, Philadelphia, PA, USA, June 18-22, 2018.
Sajjad Taheri, Alexander Vedienbaum, Alexandru Nicolau, Ningxin Hu, Mohammad R. Haghighat:
js: computer vision processing for the open web platform. 9th ACM Multimedia Systems Conference (MMSys 2018): 478-483, Amsterdam, The Netherlands, June 12-15, 2018
Vittorio Cozzolino, Aaron Yi Ding, Ardalan Amiri Sani, Richard Mortier, Dirk Kutscher, Jörg Ott:
Empowering Cyber-Physical Systems with FADEX.16th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2018): 537, Munich, Germany, June 10-15, 2018
Zoheb Shaikh, Sabur Baidya, Marco Levorato: Robust Multi-Path Communications for UAVs in the Urban IoT. 2018 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops 2018): 29-33, Hong Kong, China, June 11, 2018
Michael T. Goodrich: Isogrammic-Fusion ORAM: Improved Statistically Secure Privacy-Preserving Cloud Data Access for Thin Clients.13th Asia Conference on Computer and Communications Security (AsiaCCS 2018): 699-706, Incheon, Korea, June 4 – 8, 2018
Xavier Carpent, Karim Eldefrawy, Norrathep Rattanavipanon, Gene Tsudik: Temporal Consistency of Integrity-Ensuring Computations and Applications to Embedded Systems Security. 13th Asia Conference on Computer and Communications Security (AsiaCCS 2018): 313-327, Incheon, Korea, June 4-8, 2018
Vahideh Akhlaghi, Amir Yazdanbakhsh, Kambiz Samadi, Rajesh K. Gupta, Hadi Esmaeilzadeh:
SnaPEA: Predictive Early Activation for Reducing Computation in Deep Convolutional Neural Networks. 45th ACM/IEEE Annual International Symposium on Computer Architecture (ISCA 2018): 662-673, Los Angeles, June 1-6, 2018
Ayush Mittal, Saideep Tiku, Sudeep Pasricha: Adapting Convolutional Neural Networks for Indoor Localization with Smart Mobile Devices.ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 117-122, Chicago, IL, May 23 – 25, 2018
Sudeep Pasricha, Sai Vineel Reddy Chittamuru, Ishan G. Thakkar: Cross-Layer Thermal Reliability Management in Silicon Photonic Networks-on-Chip.ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 317-322, Chicago, IL, May 23 – 25, 2018
Nikil Dutt: Self-Awareness for Heterogeneous MPSoCs: A Case Study using Adaptive, Reflective Middleware. ACM Great Lakes Symposium on VLSI (GLSVLSI 2018): 3, Chicago, IL, May 23-25, 2018
Alexey L. Lastovetsky, Sudeep Pasricha: Introduction to HCW 2018. 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPS Workshops 2018):1, Vancouver, BC, Canada, May 21-25, 2018.
Anna V. Guglielmi, Marco Levorato, Leonardo Badia: A Bayesian Game Theoretic Approach to Task Offloading in Edge and Cloud Computing. 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018:1-6, Kansas City, MO, USA, May 20-24, 2018.
Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun:
Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. 15th ACM International Conference on Computing Frontiers (CF 2018): 212-215, Ischia, Italy, May 8-10, 2018
Hosein Mohammadi Makrani, Setareh Rafatirad, Amir Houmansadr, Houman Homayoun:
Main-Memory Requirements of Big Data Applications on Commodity Server Platform.18th IEEE/ACM International Symposium on Cluster, Cloud and Grid (CCGrid 2018): 653-660, Washington, DC, May 1–4, 2018
Sabur Baidya, Yan Chen, Marco Levorato: eBPF-based content and computation-aware communication for real-time edge computing. IEEE Conference on Computer Communications Workshops (INFOCOM Workshops 2018): 865-870, Honolulu, HI, April 15-19, 2018
Xavier Carpent, Norrathep Rattanavipanon, Gene Tsudik: Remote attestation of IoT devices via SMARM: Shuffled measurements against roving malware.IEEE International Symposium on Hardware Oriented Security and Trust (HOST 2018): 9-16, April 30 – May 4, 2018
Payam Heydari: Millimeter-wave frequency generation and synthesis in Silicon. IEEE Custom Integrated Circuits Conference (CICC 2018):1-49, San Diego, CA, April 8-11, 2018
Mao-Cheng Lee, Alireza Karimi-Bidhendi, Omid Malekzadeh-Arasteh, Po T. Wang, Zoran Nenadic, An H. Do, Payam Heydari: A CMOS inductorless MedRadio OOK Transceiver with a 42 μW Event-driven Supply-Modulated RX and a 14% Efficiency TX for Medical Implants.IEEE Custom Integrated Circuits Conference (CICC 2018): 1-4, San Diego, CA, April 8–11, 2018
Hossein Mohammadnezhad, Razieh Abedi, Amir Esmaili, Payam Heydari: A 64-67GHz Partially-overlapped Phase-amplitude-controlled 4-element Beamforming-MIMO Receiver.IEEE Custom Integrated Circuits Conference (CICC 2018): 1-4, San Diego, CA, April 8–11, 2018
Jeffrey L. Krichmar, Ting-Shuo Chou: A Tactile Robot for Developmental Disorder Therapy.The Technology, Mind and Soceity Conference (APAScience 2018): 20:1-20:6, Washington, DC, April 5 – 7, 2018
Sudeep Pasricha, Davide Bertozzi, Hui Li: Special session on overcoming reliability and energy-efficiency challenges with silicon photonics for future manycore computing.VTS 2018: 1, April 22 –25, 2018
David Eppstein, Michael T. Goodrich, Nil Mamano: Reactive Proximity Data Structures for Graphs.the 13th Latin American Symposium (LATIN 2018): 777-789, Buenos Aires, Argentina, April 16 – 19, 2018
Zhihao Yao, Zongheng Ma, Yingtong Liu, Ardalan Amiri Sani, Aparna Chandramowlishwaran:
Sugar: Secure GPU Acceleration in Web Browsers. 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 519-534, Williamsburg, VA, March 24-28, 2018
Amir M. Rahmani, Bryan Donyanavard, Tiago Müch, Kasra Moazzemi, Axel Jantsch, Onur Mutlu, Nikil D. Dutt, “SPECTR: Formal Supervisory Control and Coordination for Many-core Systems Resource Management”, 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 169-183, Williamsburg, VA, March 24-28, 2018
Khanh Nguyen, Lu Fang, Christian Navasca, Guoqing (Harry) Xu, Brian Demsky, Shan Lu,“Skyway: Connecting Managed Heaps in Distributed Big Data Systems”, 12th International Conference on Architectural Support for Programming Language and Operating Systems (ASPLOS 2018): 56-69, Williamsburg, VA, March 24-28, 2018,
Murad Murad, Ahmed M. Eltawil:Collision Tolerance and Throughput Gain in Full-Duplex IEEE 802.11 DCF. 2018 IEEE International Conference on Communications (ICC 2018): 1-6, Kansas City, MO, May 20-24, 2018
Armin Sadighi, Bryan Donyanavard, Thawra Kadeed, Kasra Moazzemi, Tiago Mück, Ahmed Nassar, Amir M. Rahmani, Thomas Wild, Nikil D. Dutt, Rolf Ernst, Andreas Herkersdorf, Fadi J. Kurdahi:
Design methodologies for enabling self-awareness in autonomous systems. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 1532-1537, Dresden, Germany, March 19-23, 2018
Xun Jiao, Vahideh Akhlaghi, Yu Jiang, Rajesh K. Gupta: Energy-efficient neural networks using approximate computation reuse. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 1223-1228, Dresden, Germany, March 19-23, 2018
Xavier Carpent, Gene Tsudik, Norrathep Rattanavipanon: ERASMUS: Efficient remote attestation via self-measurement for unattended settings. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018):1191-1194, Dresden, Germany, March 19-23, 2018
Bryan Donyanavard, Amir M. Rahmani, Tiago Mück, Kasra Moazemmi, Nikil D. Dutt:
Gain scheduled control for nonlinear power management in CMPs. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 921-924, Dresden, Germany, March 19-23. 2018
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan: ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 551-556, Dresden, Germany, March 19-23, 2018
Tim Schmidt, Zhongqi Cheng, Rainer Dömer, “Port call path sensitive conflict analysis for instance-aware parallel SystemC simulation”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 349-354, Dresden, Germany, March 19-23, 2018
Mohamed Ayoub Neggaz, Hasan Erdem Yantir, Smaïl Niar, Ahmed M. Eltawil, Fadi J. Kurdahi, “Rapid in-memory matrix multiplication using associative processor”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 985-990, Dresden, Germany, March 19-23, 2018
Ahmad Albaqsami, Maryam S. Hosseini, Nader Bagherzadeh, “HTF-MPR: A heterogeneous TensorFlow mapper targeting performance using genetic algorithms and gradient boosting regressors”, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 331-336, Dresden, Germany, March 19-23, 2018
Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing: Hierarchical hyperdimensional computing for energy efficient classification.2018 Design, Automation & Test in Europe Conference & Exhibition (DATE 2018): 108:1-108:6, Dresden, Germany, March 19–23, 2018
Axel Jantsch, Arman Anzanpour, Hedyeh A. Kholerdi, Iman Azimi, Lydia C. Siafara, Amir M. Rahmani, Nima Taherinejad, Pasi Liljeberg, Nikil D. Dutt: Hierarchical dynamic goal management for IoT systems. 19th International Symposium on Quality Electronic Design (ISQED 2018): 370-375, Santa Clara, CA, March 13-14, 2018
Manish Gupta, Vilas Sridharan, David Roberts, Andreas Prodromou, Ashish Venkat, Dean M. Tullsen, Rajesh K. Gupta: Reliability-Aware Data Placement for Heterogeneous Memory Architecture. HPCA 2018: 583-595, Vienna, Austria, February 24-28, 2018
Alex D. Edgcomb, Frank Vahid: Interactive, Language-neutral Flowcharts and Pseudocode for Teaching Core CS0/1 Programming Concepts: (Abstract Only). SIGCSE 2018: 1102, February 21-24, 2018
Nabeel Alzahrani, Frank Vahid, Alex D. Edgcomb, Kevin Nguyen, Roman Lysecky, “Python Versus C++: An Analysis of Student Struggle on Small Coding Exercises in Introductory Programming Courses”, SIGCSE 2018: 86-91, February 21-24, 2018
Roman Lysecky, Frank Vahid: Teaching Students a Systematic Approach to Debugging: (Abstract Only). SIGCSE 2018: 1104, February 21-24, 2018
Tianrui Peng, Ian G. Harris, Yuki Sawa: Detecting Phishing Attacks Using Natural Language Processing and Machine Learning. 2th IEEE International Conference on Semantic Computing (ICSC 2018): 300-301, Laguna Hills, CA, January 31 – February 2, 2018
Hossein Sayadi, Divya Pathak, Ioannis Savidis, Houman Homayoun: Power conversion efficiency-aware mapping of multithreaded applications on heterogeneous architectures: A comprehensive parameter tuning. 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 70-75, Jeju, Korea, January 22-25, 2018
Min Soo Kim, Alberto A. Del Barrio, Román Hermida, Nader Bagherzadeh, “Low-power implementation of Mitchell’s approximate logarithmic multiplication for convolutional neural networks”, 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 617-622, , Jeju, Korea, January 22-25, 2018
Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing, “CANNA: Neural network acceleration using configurable approximation on GPGPU”, 23rd Asia and South Pacific Design Automation Conference (ASP-DAC 2018): 682-689, Jeju, Korea, January 22-25, 2018
Juan José Besa Vial, William E. Devanny, David Eppstein, Michael T. Goodrich, Timothy Johnson: Quadratic Time Algorithms Appear to be Optimal for Sorting Evolving Data. The 12th Workshop on Algorithm Engineering and Experiments (ALENEX 2018): 87-96, New Orleans, LA, January 7-8, 2018
Sudeep Pasricha: Overcoming Energy and Reliability Challenges for IoT and Mobile Devices with Data Analytics. 31st International Conference on VLSI Design and 17th International Conference on Embedded Systems (VLSID 2018):238-243, Pune, India, January 6-10, 2018.
Hamid Mirzaei Buini, Guni Sharon, Stephen D. Boyles, Tony Givargis, Peter Stone, “Enhanced Delta-tolling: Traffic Optimization via Policy Gradient Reinforcement Learning. International Symposium on Artificial Intelligence and Mathematics (ISAIM 2018), Fort Lauderdale, Florida, USA, January 3-5, 2018
2017
Sergey Shaboyan, Elsayed Ahmed, Alireza Shahan Behbahani, Waleed Younis, Ahmed M. Eltawil: Frequency and Timing Synchronization for In-Band Full-Duplex OFDM System. 2017 IEEE Global Communications Conference (GLOBECOM 2017): 1-7, Singapore, December 4-8, 2017
Oliver De Candido, Hela Jedda, Amine Mezghani, Lee Swindlehurst, Josef A. Nossek:
Are Traditional Signal Processing Techniques Rate Maximizing in Quantized SU-MISO Systems? 2017 IEEE Global Communications Conference (GLOBECOM 2017): 1-6, Singapore, December 4-8, 2017
Chuili Kong, Amine Mezghani, Caijun Zhong, Lee Swindlehurst, Zhaoyang Zhang:
Channel Estimation and Rate Analysis for Multipair Massive MIMO Relaying with One-Bit Quantization. 2017 IEEE Global Communications Conference (GLOBECOM 2017): 1-6, Singapore, December 4-8, 2017
Prachi Joshi, S. Ravi, Soheil Samii, Unmesh D. Bordoloi, Sandeep K. Shukla, Haibo Zeng:
Offset Assignment to Signals for Improving Frame Packing in CAN-FD. 2017 IEEE Real-Time Systems Symposium (RTSS 2017): 167-177, Paris, France, December 5-8, 2017
Xun Jiao, Mulong Luo, Jeng-Hau Lin, Rajesh K. Gupta: An assessment of vulnerability of hardware neural networks to dynamic voltage and temperature variations. 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2017): 945-950, Irvine, CA, November 13-16, 2017
Sujit Rokka Chhetri, Nafiul Rashid, Sina Faezi, Mohammad Abdullah Al Faruque:
Security trends and advances in manufacturing systems in the era of industry 0. 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2017):1039-1046, Irvine, CA, November 13-16, 2017
Korosh Vatanparvar, Mohammad Abdullah Al Faruque: ACQUA: Adaptive and cooperative quality-aware control for automotive cyber-physical systems. 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2017): 193-200, Irvine, CA, November 13-16, 2017
Xi Xiong, Justin Chan, Ethan Yu, Nisha Kumari, Ardalan Amiri Sani, Changxi Zheng, Xia Zhou: Customizing indoor wireless coverage via 3D-fabricated reflectors. 4th ACM Conference on Systems for Energy Efficient Built Environments (BuildSys@SenSys 2017): 8:1-8:10, Delft, The Netherlands, November 8-9, 2017
Saeed Mirzamohammadi, Justin A. Chen, Ardalan Amiri Sani, Sharad Mehrotra, Gene Tsudik:
Ditio: Trustworthy Auditing of Sensor Activities in Mobile & IoT Devices. 15th ACM Conference on Embedded Network Sensor Systems (SenSys 2017): 28:1-28:14, Delft, The Netherlands, November 6-8, 2017
Atieh Lotfi, Rajesh K. Gupta: ReHLS: Resource-Aware Program Transformation Workflow for High-Level Synthesis. 2017 EEE International Conference on Computer Design (ICCD 2017): 533-536, Boston, MA, November 5-8, 2018
Xiaoliang Chen, Ahmed M. Eltawil, Fadi J. Kurdahi: Low Latency Approximate Adder for Highly Correlated Input Streams. 2017 EEE International Conference on Computer Design (ICCD 2017): 121-124, Boston, MA, November 5-8, 2017
Igor Burago, Davide Callegaro, Marco Levorato, Sameer Singh: Intelligent data filtering in constrained IoT systems. 51st Asilmor Conference on Signals, Systems, and Computers (ACSSC 2017): 928-935, Pacific Grove,CA, October 29- November 1, 2017
Farhan A. Alenizi, Fadi J. Kurdahi, Ahmed M. Eltawil: 3D mesh robust watermarking technique for ownership protection. 51st Asilmor Conference on Signals, Systems, and Computers (ACSSC 2017): 217-222, Pacific Grove, CA, October 29 – November 1, 2017
Gustavo Pinto, Anthony Canino, Fernando Castor, Guoqing (Harry) Xu, Yu David Liu:
Understanding and overcoming parallelism bottlenecks in ForkJoin applications. 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2017): 765-775, Urbana, IL, October 30 – November 3, 2017
Sina Shahosseini, Kasra Moazzemi, Amir M. Rahmani, Nikil D. Dutt: Dependability evaluation of SISO control-theoretic power managers for processor architectures. IEEE Nordic Circuits and Systems Conference (NORCAS 2017): 1-6, Linköping, Sweden, October 23-25, 2017
Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Sudeep Pasricha, “Improving the Reliability and Energy-Efficiency of High-Bandwidth Photonic NoC Architectures with Multilevel Signaling” 11th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2017): 4:1-4:8, Seoul, Korea, October 19-20, 2017
Vipin Kumar Kukkala, Sudeep Pasricha, Thomas Bradley, “JAMS: Jitter-Aware Message Scheduling for FlexRay Automotive Networks,” IEEE/ACM International Symposium on Networks-on-Chip, (NOCS 2017): 11:1-11:7, Seoul, Korea, October 19-20, 2017
Tiago Mück, Bryan Donyanavard, Nikil D. Dutt: PoIiCym: rapid prototyping of resource management policies for HMPs. International Symposium on Rapid System Prototyping (RSP 2017): 23-29, Seoul, Korea, October 19-20, 2017
Wael M. Elsharkasy, Hasan Erdem Yantir, Amin Khajeh, Ahmed M. Eltawil, Fadi J. Kurdahi:
Efficient pulsed-latch implementation for multiport register files: work-in-progress. 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES 2017): 5:1-5:2, Seoul, Korea, October 15-20, 2017
Majid Shoushtari, Amir M. Rahmani, Nikil D. Dutt: Quality-configurable memory hierarchy through approximation: special session. 2017 International Conference on Compilers, Architectures and Synthesis for Embedded Systems (CASES 2017): 2:1-2:2, Seoul, Korea, October 15-20, 2017
Korosh Vatanparvar, Sina Faezi, Igor Burago, Marco Levorato, Mohammad Abdullah Al Faruque: Driving behavior modeling and estimation for battery optimization in electric vehicles: work-in-progress. the 12th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion (CODES+ISSS 2017): 15:1-15:2, Seoul, Korea, October 15-20, 2017
Bryan Donyanavard, Amir Mahdi Hosseini Monazzah, Tiago Mück, Nikil D. Dutt:
Exploring fast and slow memories in HMP core types: work-in-progress. the 12th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion (CODES+ISSS 2017): 4:1-4:2, Seoul, Korea, October 15-20, 2017
Hamid Nejatollahi, Nikil D. Dutt, Rosario Cammarota: Trends, challenges and needs for lattice-based cryptography implementations: special session: the 12th IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion (CODES+ISSS 2017): 6:1-6:3, Seoul, Korea, October 15-20, 2017
Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim:ML-Gov: a machine learning enhanced integrated CPU-GPU DVFS governor for mobile gaming. the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia (ESTImedia 2017): 12-21, Seoul, Korea, October 15-20, 2017
Zhongqi Cheng, Tim Schmidt, Guantao Liu, Rainer Dömer: Thread- and data-level parallel simulation in SystemC, a Bitcoin miner case study. 2017 IEEE International High Level Design Validation and Test Workshop (HLDVT 2017): 74-81, Santa Cruz, CA, October 5-6, 2017
Sophia Balkovski, Ian G. Harris: Designing cyber-physical systems from natural language descriptions. 2017 IEEE International High Level Design Validation and Test Workshop (HLDVT 2017):39-44, Santa Cruz, CA, October 5-6, 2017
Maral Amir, Tony Givargis: HES machine: Harmonic equivalent state machine modeling for cyber-physical systems. 2017 IEEE International High Level Design Validation and Test Workshop (HLDVT 2017): 31-38, Santa Cruz, CA, October 5-6, 2017
Zhi Chen, Zhangxiaowen Gong, Justin Josef Szaday, David C. Wong, David A. Padua, Alexandru Nicolau, Alexander V. Veidenbaum, Neftali Watkinson, Zehra Sura, Saeed Maleki, Josep Torrellas, Gerald DeJong: LORE: A loop repository for the evaluation of compilers. 2017 IEEE International Symposium on Workload Characterization (IISWC 2017): 219-228, Seattle, WA, October 1-3, 2017
Cesar Ghali, Gene Tsudik, Christopher A. Wood, “When Encryption is not Enough: Privacy Attacks in Content-Centric Networking,” 4th ACM Conference on Information-Centric Networking (ICN 2017): 1-10, Berlin, Germany, September 26-28, 2017
Peyman Nazari, Zheng Wang, Payam Heydari, “A High-Power Multi-Port 0.46THz Radiation Source in Nano-Scale Silicon Technology using Fundamental-Frequency Oscillation beyond fMAX of Transistors, ” 4th ACM International Conference on Nanoscale Computing and Communication (NANOCOM 2017): 26:1-26:6 September 27-29, 2017
Cin-Han Yang, Tun-Wen Pai, Ron-Shan Chen, Hsin-Yiu Chou, “Data Based Feature Identification of Polymorphic Functional Marker from Transcriptome Comparison,” 16th International Conference – New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT 2017): 233-241, Kitakyushu City, Japan, September 26-28, 2017
Zhi Chen, Junjie Shen, Alex Nicolau, Alexander V. Veidenbaum, Nahid Farhady Ghalaty, Rosario Cammarota: CAMFAS: A Compiler Approach to Mitigate Fault Attacks via Enhanced SIMDization. 2017 Workshop on Fault Diagnosis and Tolerance in Cryptography (FDTC 2017): 57-64, Taipei, Taiwan, September 25, 2017
Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta, “Mitigating Multi-Tenant Interference on Mobile Offloading Servers: Poster Abstract,” 2017 Symposium on Cloud Computing (SoCC 2017): 644, Santa Clara, CA, September 24-27, 2017
William E. Devanny, Jeremy T. Fineman, Michael T. Goodrich, Tsvi Kopelowitz, “The Online House Numbering Problem: Min-Max Online List Labeling,” the 25th Annual European Symposium on Algorithms (ESA 2017): 33:1-33:15, Vienna, Austria, September 4-6, 2017
Sören Schreiner, Maher Fakih, Kim Grüttner, Duncan Graham, Wolfgang Nebel, Salvador Peiro Frasquet, “A Functional Test Framework to Observe MPSoC Power Management Techniques in Virtual Platforms,” DSD 2017: 315-322 August 30 -September 1, 2017
Nafiul Rashid, Jiang Wan, Gustavo Quiros, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Modeling and simulation of cyberattacks for resilient cyber-physical systems.13th IEEE Conference on Automation Science and Engineering (CASE 2017): 988-993 , Xi’an, China, August 20-23, 2017
Cesar Ghali, Gene Tsudik, Ersin Uzun, Christopher A. Wood, “Closing the Floodgate with Stateless Content-Centric Networking,” 26th International Conference on Computer Communication and Networks (ICCCN 2017): 1-10, Vancouver, BC, Canada, July 31 – August 3, 2017
Kwei-Jay Lin, Sen Zhou, Surong Yan, Takayuki Ito, “Service-Oriented Things: Delivering Smart Services Using Internet of Things,” 19th IEEE Conference on Business Informatics (CBI 2017): 217-226, Thessaloniki, Greece, July 24-27, 2017
Susana Sousa, Alexandre Santos, António Costa, Bruno Dias, Bruno Ribeiro, Fábio Gonçalves, Joaquim Macedo, Maria João Nicolau, Óscar Gama, “A New Approach on Communications Architectures for Intelligent Transportation Systems,” MobiSPC 2017: 320-327 July 24-26, 2017
Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing, “Efficient Query Processing in Crossbar Memory,” 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2017): 1-6, Taipei, Taiwan, July 24-26, 2017
Bhoopal Gunna, Lakshmi Bhamidipati, Houman Homayoun, Avesta Sasan, “Spatial and Temporal Scheduling of Clock Arrival Times for IR Hot-Spot Mitigation, Reformulation of Peak Current Reduction,” 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2017): 1-6, Taipei, Taiwan, July 24-26, 2017
Amir Mahdi Hosseini Monazzah, Majid Shoushtari, Seyed Ghassem Miremadi, Amir M. Rahmani, Nikil Dutt, “QuARK: Quality-Configurable Approximate STT-MRAM Cache by Fine-Grained Tuning of Reliability-Energy Knobs,” 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2017): 1-6, Taipei, Taiwan, July 24-26, 2017
David Eppstein, Michael T. Goodrich, “Brief Announcement: Using Multi-Level Parallelism and 2-3 Cuckoo Filters for Set Intersection Queries and Sparse Boolean Matrix Multiplication,” 29th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA 2017): 137-139, Washington, DC, July 24-26, 2017
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani B. Srivastava, Zhuowen Tu, Rajesh K. Gupta, “Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration,” 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops 2017): 344-352, Honolulu, HI, July 21-26, 2017
Karim Eldefrawy, Norrathep Rattanavipanon, Gene Tsudik, “HYDRA: Hybrid Design for Remote Attestation (using a Formally Verified Microkernel),” 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WISEC 2017): 99-110, Boston, MA, July 18-20, 2017
Seyede Mahya Safavi, Subramanian Meenakshi Sundaram, Ali Heydari Gorji, Neha Satishkumar Udaiwal, Pai H. Chou: Application of infrared scanning of the neck muscles to control a cursor in Human-Computer Interface. 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017): 787-790, Jeju Island, Korea, July 11-15, 2017
Giuseppe Ateniese, Michael T. Goodrich, Vassilios Lekakis, Charalampos Papamanthou, Evripidis Paraskevas, Roberto Tamassia, “Accountable Storage,” 15th International Conference on Applied Cryptography and Network Security (ACNS 2017): 623-644, Kanazawa, Japan, July 10-12, 2017
Bruce Berg, Tyler Kaczmarek, Alfred Kobsa, Gene Tsudik, “Lights, Camera, Action! Exploring Effects of Visual Distractions on Completion of Security Tasks,” 15th International Conference on Applied Cryptography and Network Security (ACNS 2017): 124-144, Kanazawa, Japan, July 10-12, 2017
Hadi Mardani Kamali, Kimia Zamiri Azar, Kris Gaj, Houman Homayoun, Avesta Sasan:
LUT-Lock: A Novel LUT-Based Logic Obfuscation for FPGA-Bitstream and ASIC-Hardware Protection. 2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2017): 405-410, Hong Kong, China, July 8-11, 2017
Lakshmi Bhamidipati, Bhoopal Gunna, Houman Homayoun, Avesta Sasan, “A Power Delivery Network and Cell Placement Aware IR-Drop Mitigation Technique: Harvesting Unused Timing Slacks to Schedule Useful Skews,” 2017 IEEE Computer Soceity Annual Symposium on VLSI (ISVLSI 2017): 272-277, Bochum, Germany, July 3-5, 2017
Mohamed Asan Basiri, Sandeep K. Shukla: Flexible Composite Galois Field GF((2m)2) Multiplier Designs. the 21st International Symposium on VLSI Design and Test (VDAT 2017): 3-14, Roorkee, India, June 26 – July 2, 2017
Rourab Paul, Sandeep Kumar Shukla: A High Speed KECCAK Coprocessor for Partitioned NSP Architecture on FPGA Platform. the 21st International Symposium on VLSI Design and Test (VDAT 2017): 507-518, Roorkee, India, June 26 – July 2, 2017
Prachi Joshi, Haibo Zeng, Unmesh D. Bordoloi, Soheil Samii, S.S. Ravi, Sandeep K. Shukla, “The Multi-Domain Frame Packing Problem for CAN-FD,” 29th Euromicro Conference on Real-Time Systems (ECRTS’17): 12:1-12:22, Dubrovnik, Croatia, June 27-30, 2017
Tuan Nguyen Gia, Mingzhe Jiang, Victor Kathan Sarker, Amir M. Rahmani, Tomi Westerlund, Pasi Liljeberg, Hannu Tenhunen, “Low-Cost Fog-Assisted Health-Care IoT System with Energy-Efficient Sensor Nodes,” 13th International Wireless Communications and Mobile Computing Conference (IWCMC’17): 1765-1770, Valencia, Spain, June 26-30, 2017
Nicoló Michelusi, Marco Levorato, “Energy-based Adaptive Multiple Access in LPWAN IoT Systems with Energy Harvesting,” 2017 IEEE International Symposium on Information Theory (ISIT’17): 1112-1116, Aachen, Germany, June 25-30, 2017
Nikil Dutt, Amir M. Rahmani, Axel Jantsch, “Empowering Autonomy through Self-Awareness in MPSoCs,” 15th IEEE International New Circuits and Systems Conference (NEWCAS’17): 73-76, Strasbourg, France, June 25-28, 2017
Ardalan Amiri Sani, “Schrodin Text: Strong Protection of Sensitive Textual Content of Mobile Applications,” 15th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys’17): 197-210, Niagara Falls, NY, USA, June 19-23, 2017
David Eppstein, Michael T. Goodrich, Nil Mamano, “Algorithms for Stable Matching and Clustering in a Grid,” Combinatorial Image Analysis – 18th International Workshop (IWCIA’17): 117-131, Plovdiv, Bulgaria, June 19-21, 2017
Tim Schmidt, Guantao Liu, Rainer Dömer, “Exploiting Thread and Data Level Parallelism for Ultimate Parallel SystemC Simulation,” 54th Annual Design Automation Conference (DAC’17):79:1-79:6, Austin, TX, USA, June 18-22, 2017
Mohsen Imani, Daneiel Peroni, Tajana Rosing, “CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing,” 54th Annual Design Automation Conference (DAC’17):76:1-76:6, Austin, TX, USA, June 18-22, 2017
Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque,”Low-overhead Aging-aware Resource Management on Embedded GUPs,” 54th Annual Design Automation Conference (DAC’17):67:1-67:6, Austin, TX, USA, June 18-22, 2017
Manish Gupta, Daniel Lowell, John Kalamatianos, Steven Raasch, VIlas Sridharan, Dean M. Tullsen, Rajesh K. Gupta, “Compiler Techniques to Reduce the Synchronization Overhead of GPU Redundant Multithreading,” 54th Annual Design Automation Conference (DAC’17):65:1-65:6, Austin, TX, USA, June 18-22, 2017
Nisarg Patel, Avesta Sasan, Houman Homayoun, “Analyzing Hardware Based Malware Detectors,” 54th Annual Design Automation Conference (DAC’17):25:1-25:6, Austin, TX, USA, June 18-22, 2017
Sandip Ray, Wen CHen, Jayanta Bhadra, Mohammad Abdullah Al Faruque, “Extensibility in Automotive Security: Current Practice and Challenges: invited” 54th Annual Design Automation Conference (DAC’17):14:1-14:6, Austin, TX, USA, June 18-22, 2017
Mehmet Kayaalp, Khaled N. Khasawneh, Hodjat Asghari Esfeden, Jesse Elwell, Nael B. Abu-Ghazaleh, Dmitry V. Ponomarev, Aamer Jaelle, “RIC: Relaxed Inclusion Caches for Mitigating LLC Side-Channel Attacks,” 54th Annual Design Automation Conference (DAC’17):7:1-7:6, Austin, TX, USA, June 18-22, 2017
Mohsen Imani, Saransh Gupta, Tajana Rosing, “Ultra-Efficient Processing In-Memory for Data Intensive Applications,” 54th Annual Design Automation Conference (DAC’17): 6:1-6:6, Austin, TX, USA, June 18-22, 2017
Pietro Mercati, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing, “Multi-Variable Dynamic Power Management for the GPU Subsystem,” 54th Annual Design Automation Conference (DAC’17):2:1-2:6, Austin, TX, USA, June 18-22, 2017
Sai Vineel Reddy Chittamuru, Ishan G. Thakkar, Sudeep Pasrich, “Analyzing Voltage Bias and Temperature Induced Aging Effects in Photonic Interconnects for Manycore Computing,” ACM/IEEE 2017 International Workshop on System Level Interconnect Prediction (SLIP’17): 1-8, Austin, TX, USA, June 17, 2017
Igor Burago, Marco Levorato, Aakanksha Chowdhery “Bandwidth-Aeare Data Filtering in Edge-Assisted Wireless Sensor Systems,” 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON’17): 1-9, San Diego, CA, USA, June 12-14, 2017
Qing Han, Phu Nguyen, Ronald T. Eguchi, Kuo-Lin Hsu, Nalini Venkatasubramanian, “Toward an Integrated Approach to Localizing Failures in Community Water Networks (DEMO),” 37th IEEE International Conference on Distributed Computing Systems (ICDCS’17): 2505-2506, Atlanta, GA, USA, June 5-8, 2017
Mauro Conti, Giulio Lovisotto, Ivan Martinovic, Gene Tsudi, “FADEWICH: Fast Deauthentication Over the Wireless Channel, ” 37th IEEE International Conference on Distributed Computing Systems (ICDCS’17): 2294-2301, Atlanta, GA, USA, June 5-8, 2017
Primal Pappachan, Martin Degeling, Roberto Yus, Anupam Das, Sruti Bhagavatula, William Melicher, Pardis Emami Naeini, Shikun Zhang, Lujo Bauer, Afred Kobsa, Sharad Mehrotra, Norman M. Sadeh, Nalini Venkatasubramanian, “Towards Privacy-Aware Smart Buildings: Capturing, Communicating, and Enforcing Privacy Policies and Preferences,” 37th IEEE International Conference on Distributed Computing Systems (ICDCS’17): 193-198, Atlanta, GA, USA, June 5-8, 2017
Shouq Alsubaihi, Jean-Luc Gaudiot, “A Runtime Workload Distribution with Resource Allocation for CPU-GPU Heterogeneous Systems,” 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPS Workshops’17): 994-1003, Orlando/Buena Vista, FL, USA, May 29-June 2, 2017
Daniel Dauwe, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, “An Analysis of Resilience Techniques for Exascale Computing Platforms,” 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPS Workshops’17): 914-923, Orlando/Buena Vista, FL, USA, May 29-June 2, 2017
Dylan Machovec, Sudep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Gregory A. Koenig, Michael Wright, Marcia Hilton, Rajendra Rambharos, Thomas Naughton, Neena Iman, “Preemptive Resource Management for Dynamically Arriving Tasks in an Oversubscribed Heterogeneous Computing System,” 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPS Workshops’17): 54-64, Orlando/Buena Vista, FL, USA, May 29-June 2, 2017
Shafiur Rahman, Nael B. Abu0Ghazaleh, Walid A. Najjar, “PDES-A: a Parallel Discrete Event Simulation Accelerator for FPGAs,” 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’17): 133-144, Singapore, May 24-26, 2017
Barry Williams, Dmitry Ponomarev, Nael B. Abu-Ghazaleh, Philip A. Wilsey, “Performance Characterization of Parallel Discrete Event Simulation on Knights Landing Processor,” 2017 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS’17): 121-132, Singapore, May 24-26, 2017
Fakir Sharif Hossain, Tomokazu Yoneda, Michiko Inoue, Alex Orailoglu, “Detecting Hardware Trojans without a Golden IC Through Clock-Tree Defined Circuit Partitions,” 22nd IEEE European Test Symposium (ETS’17): 1-6, Limassol, Cyprus, May 22-26, 2017
Shihao Yan, Xianghun Zhou, Nan (Jonas) Yang, Thushara D. Abhayapala, A. Lee Swindlehurst, “Channel Training Design in Full-Duplex Wiretap Channels to Enhance Physical Layer Security,” IEEE International Conference on Communications (ICC’17): 1-6, Paris, France, May 21-25, 2017
Byron Hawkins, Brian Demsky, “ZenIDS: Introspective Intrusion Detection for PHP Applications,” 39th International Conference on Software Engineering (ICSE’17): 232-243, Buenos Aires, Argentina, May 20-28, 2017
David Eppstein, Michael T. Goodrich, Michael Mitzenmacher, Manuel R. Torres, “2-3 Cuckoo Filters for Faster Triangle Listing and Set Intersection,” 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS’17): 247-260, Chicago, IL, USA, May 14-19, 2017
Tiffany Hwu, Jacob Isbell, Nicolas Oros, Jeffrey L. Krichmar, “A Self-Driving Robot Using Deep Convolutional Neural Networks on Neuromorphic Hardware,” 2017 International Joint Conference on Neural Networks (IJCNN;17): 635-641, Anchorage, AK, USA, May 14-19, 2017
Divya Pathak, Houman Homayoun, Ioannis Savidis, “Work Load Scheduling for Multi Core Systems wwith Under-Provisioned Power Delivery,” ACM Great Lakes Symposium on VLSI 2017: 387-392, Banff, AB, Canada, May 10-12, 2017
Shoumik Maiti, Sudeep Pasrich, “DELCA: DVFS Efficient Low Cost Multicore Architecture,” ACM Great Lakes Symposium on VLSI 2017: 107-112, Banff, AB, Canada, May 10-12, 2017
Michael T. Goodrich, Evgenios M. Kornaropoulos, Michael Mitzenmacher, Roberto Tamassia, “Auditable Data Structures,” 2017 IEEE European Symposium on Security and Privacy (EuroS&P ’17): 285-300, Paris, France, April 26-28, 2017
Stijin Volckaert, Bart Coppens, Bjorn De Sutter, Koen De Bosschere, Per Larsen, Michael Franz, “Taming Parallelism in a Multi-Variant Execution Environment,” 12th European Conference on Computer Systems (EuroSys ’17): 270-285, Belgrade, Sebria, April 23-26, 2017
Hsinchung CHen, Yi Lin Chen, Chia Hsun Wu, Mohammad Abdullah Al Faruque, Pai H. Chou, “EcoLoc: Encounter-Based Collaborative Indoor Localization: Poster Abstract,” 2nd International Conference on Internet-of-Things Design and Implementation (IoTDI’17): 337-338, Pittsburgh, PA, USA, April 18-21, 2017
Hsinchung Chen, Yi Lin Chen, Chia Hsun Wu, Mohammad Abdullah Al Faruque, Pai H. Chou, “EcoLoc: Toward Universal Location Sensing by Encounter-Based Collaborative Indoor Locations,” 2nd International Conference on Internet-of-Things Design and Implementation (IoTDI’17): 215-220, Pittsburgh, PA, USA, April 18-21, 2017
Kai Wang, Aftab Hussain, Zhiqiang Zuo, Guoqing (Harry) Xu, “Graspan: A Single-machine Disk-based Graph System for Interprocedural Static Analyses of Large-scale Systems Code,” 22nd International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’17): 389-404, Xi’an, China, April 8-12, 2017
Keval Vora, Rajiv Gupta, Guoqing (Harry) Xu, “KickStarter: Fast and Accurate Computations on Streaming Graphs via Trimmed Approximations,” 22nd International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’17): 237-251, Xi’an, China, April 8-12, 2017
Hsin-Yi Tseng, Cheng-Ting Lee, Cho-An Lin, Pai H. Chou, “IoT Metadata Creation System for Mobile Images and Its Applications,” 2017 IEEE Symposium on Service-Oriented System Engineering (SOSE’17): 63-68, San Francisco, CA, USA, April 6-9, 2017
Alberto Compagno, Mauro Conti, Daniele Lain, Gene Tsudik “Don’t Skype & Type! Acoustic Eavesdropping in Voice-Over-IP,” 2017 ACM on Asia Conference on Computer and Communications Security (AsiaCCS;17): 703-715, Abu Dhabi, United Arab Emirates, April 2-6, 2017
Xavier Carpent, Karim El Defrawy, Norrathep Rattanavipanon, Gene Tsudik, “Lightweight Swarm Attestation: A Tale of Two LISA-s,” 2017 ACM on Asia Conference on Computer and Communications Security (AsiaCCS;17): 86-100, Abu Dhabi, United Arab Emirates, April 2-6, 2017
Gene Tsudik, “Security in Personal Genomics: Lest We Forget,” 2017 ACM on Asia Conference on Computer and Communications Security (AsiaCCS;17): 5, Abu Dhabi, United Arab Emirates, April 2-6, 2017
IEEE/ACM Design Automation and Test in Europe (DATE’17)
Date: March 27-31, 2017
Location: Lausanne, Switzerland
Website: https://www.date-conference.com/
S.Chhetri, S. Faezi,M. A. Al Faruque, “Fix the Leak! An Information Leakage Aware Secured Cyber-Physical Manufacturing System”, accepted to be published in the IEEE/ACM Design Automation and Test in Europe (DATE’17), Lausanne, Switzerland, March, 2017
ACM SIGCSE Technical Symposium (SIGCSE ’17)
Date: Seattle, Washington, USA
Location: March 8-11, 2017
Website: https://sigcse2017.sigcse.org/
Alex D. Edgcomb, Frank Vahid, Roman Lysecky, Susan Lysecky, “Getting Students to Earnestly Do Reading, Studying, and Homework in an Introductory Programming Class”, (SIGCSE ‘17): 171-176