CECS

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

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

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

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

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

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

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

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

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

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

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

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