| Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: A Comprehensive Analysis and Classification H Sayadi, N Patel, SM P D, A Sasan, S Rafatirad, H Homayoun 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018 | 194 | 2018 |
| Pyramid: Machine learning framework to estimate the optimal timing and resource usage of a high-level synthesis design HM Makrani, F Farahmand, H Sayadi, S Bondi, SMP Dinakarrao, ... 2019 IEEE Conference on Field Programmable Logic and Applications (FPL), 397-403, 2019 | 97 | 2019 |
| 2smart: A two-stage machine learning-based approach for run-time specialized hardware-assisted malware detection H Sayadi, HM Makrani, SMP Dinakarrao, T Mohsenin, A Sasan, ... 2019 IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 88 | 2019 |
| Lightweight node-level malware detection and network-level malware confinement in iot networks SMP Dinakarrao, H Sayadi, HM Makrani, C Nowzari, S Rafatirad, ... 2019 IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 76 | 2019 |
| Customized machine learning-based hardware-assisted malware detection in embedded devices H Sayadi, HM Makrani, O Randive, SM PD, S Rafatirad, H Homayoun 2018 IEEE International Conference On Trust, Security And Privacy In …, 2018 | 71 | 2018 |
| Machine learning-based approaches for energy-efficiency prediction and scheduling in composite cores architectures H Sayadi, N Patel, A Sasan, H Homayoun 2017 IEEE international conference on computer design (ICCD), 129-136, 2017 | 71 | 2017 |
| Adversarial attack on microarchitectural events based malware detectors SMP Dinakarrao, S Amberkar, S Bhat, A Dhavlle, H Sayadi, A Sasan, ... 2019 56th Annual Design Automation Conference (DAC), 1-6, 2019 | 66 | 2019 |
| XPPE: Cross-Platform Performance Estimation of Hardware Accelerators Using Machine Learning HM Makrani, H Sayadi, T Mohsenin, S Raftirad, H Homayoun 2019 24th Asia and South Pacific Design Automation Conference (ASP-DAC), 727–732, 2019 | 54 | 2019 |
| Comprehensive Assessment of Run-Time Hardware-Supported Malware Detection Using General and Ensemble Learning H Sayadi, SM P D, A Houmansadr, S Rafatirad, H Homayoun ACM International Conference on Computing Frontiers (CF), 212–215, 2018 | 46 | 2018 |
| SCARF: Detecting Side-Channel Attacks at Real-time using Low-level Hardware Features H Wang, H Sayadi, S Rafatirad, A Sasan, H Homayoun 2020 26th IEEE International Symposium on On-Line Testing and Robust System …, 2020 | 43 | 2020 |
| Mitigating Cache-Based Side-Channel Attacks through Randomization: A Comprehensive System and Architecture Level Analysis H Wang, H Sayadi, T Mohsenin, L Zhao, A Sasan, S Rafatirad, ... 2020 IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020 | 36 | 2020 |
| When machine learning meets hardware cybersecurity: Delving into accurate zero-day malware detection Z He, T Miari, HM Makrani, M Aliasgari, H Homayoun, H Sayadi 2021 22nd IEEE International Symposium on Quality Electronic Design (ISQED …, 2021 | 32 | 2021 |
| Cognitive and scalable technique for securing IoT networks against malware epidemics SMP Dinakarrao, X Guo, H Sayadi, C Nowzari, A Sasan, S Rafatirad, ... IEEE Access 8, 138508-138528, 2020 | 32 | 2020 |
| Advances and throwbacks in hardware-assisted security: special session F Brasser, L Davi, A Dhavlle, T Frassetto, SMP Dinakarrao, S Rafatirad, ... 2018 International Conference on Compilers, Architecture and Synthesis for …, 2018 | 32* | 2018 |
| Comprehensive Evaluation of Machine Learning Countermeasures for Detecting Microarchitectural Side-Channel Attacks H Wang, H Sayadi, A Sasan, S Rafatirad, H Homayoun 2020 Great Lakes Symposium on VLSI (GLSVLSI), 181–186, 2020 | 30 | 2020 |
| Recent Advancements in Microarchitectural Security: Review of Machine Learning Countermeasures H Sayadi, H Wang, T Miari, H Mohammadi Makrani, M Aliasgari, ... 2020 63rd IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2020 | 29 | 2020 |
| Hybrid-Shield: Accurate and Efficient Cross-Layer Countermeasure for Run-Time Detection and Mitigation of Cache-Based Side-Channel Attacks H Wang, H Sayadi, A Sasan, S Rafatirad, H Homayoun 2020 39th IEEE/ACM International Conference On Computer Aided Design (ICCAD …, 2020 | 28 | 2020 |
| StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features H Sayadi, Y Gao, H Mohammadi Makrani, T Mohsenin, A Sasan, ... 2020 Great Lakes Symposium on VLSI (GLSVLSI), 175–180, 2020 | 28 | 2020 |
| A data recomputation approach for reliability improvement of scratchpad memory in embedded systems H Sayadi, H Farbeh, AMH Monazzah, SG Miremadi Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2014 …, 2014 | 27 | 2014 |
| Towards accurate run-time hardware-assisted stealthy malware detection: a lightweight, yet effective time series CNN-based approach H Sayadi, Y Gao, H Mohammadi Makrani, J Lin, PC Costa, S Rafatirad, ... Cryptography 5 (4), 28, 2021 | 26 | 2021 |
