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