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

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

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

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

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

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

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 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

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

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

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