| 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 Design Automation Conference, 1, 2018 | 164 | 2018 |
| Machine learning for power, energy, and thermal management on multicore processors: A survey S Pagani, PDS Manoj, A Jantsch, J Henkel IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 93 | 2018 |
| 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 Design, Automation & Test in Europe Conference & Exhibition (DATE), 728-733, 2019 | 69 | 2019 |
| Neural network based ECG anomaly detection on FPGA and trade-off analysis M Wess, PDS Manoj, A Jantsch 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 63 | 2017 |
| Lightweight node-level malware detection and network-level malware confinement in iot networks SMP Dinakarrao, H Sayadi, HM Makrani, C Nowzari, S Rafatirad, ... 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 776-781, 2019 | 61 | 2019 |
| Adversarial attack on microarchitectural events based malware detectors SMP Dinakarrao, S Amberkar, S Bhat, A Dhavlle, H Sayadi, A Sasan, ... Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 59 | 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 17th IEEE International Conference On Trust, Security And Privacy In …, 2018 | 56 | 2018 |
| Security and complexity analysis of lut-based obfuscation: From blueprint to reality G Kolhe, HM Kamali, M Naicker, TD Sheaves, H Mahmoodi, PDS Manoj, ... 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 51 | 2019 |
| Reliable 3-D clock-tree synthesis considering nonlinear capacitive TSV model with electrical–thermal–mechanical coupling MPD Sai, H Yu, Y Shang, CS Tan, SK Lim IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2013 | 51 | 2013 |
| A scalable network-on-chip microprocessor with 2.5 D integrated memory and accelerator SM PD, J Lin, S Zhu, Y Yin, X Liu, X Huang, C Song, W Zhang, M Yan, ... IEEE Transactions on Circuits and Systems I: Regular Papers 64 (6), 1432-1443, 2017 | 40 | 2017 |
| Comprehensive Assessment of Run-Time Hardware-Supported Malware Detection Using General and Ensemble Learning H Sayadi, SM P D, A Houmansadr, S Rafatirad, Homayoun ACM International Conference on Computing Frontiers, 2018 | 39 | 2018 |
| Rnn-based classifier to detect stealthy malware using localized features and complex symbolic sequence S Shukla, G Kolhe, SM PD, S Rafatirad 2019 18th IEEE International Conference On Machine Learning And Applications …, 2019 | 36 | 2019 |
| On custom lut-based obfuscation G Kolhe, SM PD, S Rafatirad, H Mahmoodi, A Sasan, H Homayoun Proceedings of the 2019 on Great Lakes Symposium on VLSI, 477-482, 2019 | 36 | 2019 |
| Weighted quantization-regularization in DNNs for weight memory minimization toward HW implementation M Wess, SMP Dinakarrao, A Jantsch IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018 | 34 | 2018 |
| Advances and Throwbacks in Hardware-Assisted Security F Brasser, L Davi, A Dhavlle, T Frassetto, SMP Dinakarrao, S Rafatirad, ... International Conference on Compilers, Architectures and Synthesis for …, 2018 | 32* | 2018 |
| On-device malware detection using performance-aware and robust collaborative learning S Shukla, PDS Manoj, G Kolhe, S Rafatirad 2021 58th ACM/IEEE Design Automation Conference (DAC), 967-972, 2021 | 28 | 2021 |
| Stealthy malware detection using rnn-based automated localized feature extraction and classifier S Shukla, G Kolhe, SM PD, S Rafatirad 2019 IEEE 31st international conference on tools with artificial …, 2019 | 27 | 2019 |
| A Q-learning based self-adaptive I/O communication for 2.5 D integrated many-core microprocessor and memory SM PD, H Yu, H Huang, D Xu IEEE Transactions on Computers 65 (4), 1185-1196, 2015 | 27 | 2015 |
| 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 | 26 | 2020 |
| Indoor wireless localization using consumer-grade 60 GHz equipment with machine learning for intelligent material handling A Vashist, DR Bhanushali, R Relyea, C Hochgraf, A Ganguly, PDS Manoj, ... 2020 IEEE International Conference on Consumer Electronics (ICCE), 1-6, 2020 | 23 | 2020 |
Houman HomayounUniversity of California DavisVerified email at ucdavis.edu
