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Sai Manoj P D
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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
1922018
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
1062018
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 29th International Conference on Field Programmable Logic and …, 2019
902019
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
862019
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
752019
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
702018
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
692017
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
632019
Computer-aided arrhythmia diagnosis with bio-signal processing: A survey of trends and techniques
SMP Dinakarrao, A Jantsch, M Shafique
ACM Computing Surveys (CSUR) 52 (2), 1-37, 2019
622019
A review of in-memory computing architectures for machine learning applications
S Bavikadi, PR Sutradhar, KN Khasawneh, A Ganguly, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 89-94, 2020
612020
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
582019
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
522013
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
462018
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
432019
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
412017
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
392021
Dfssd: Deep faults and shallow state duality, a provably strong obfuscation solution for circuits with restricted access to scan chain
S Roshanisefat, HM Kamali, KZ Azar, SMP Dinakarrao, N Karimi, ...
2020 IEEE 38th VLSI Test Symposium (VTS), 1-6, 2020
382020
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
382019
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
382018
A survey on machine learning accelerators and evolutionary hardware platforms
S Bavikadi, A Dhavlle, A Ganguly, A Haridass, H Hendy, C Merkel, ...
IEEE Design & Test 39 (3), 91-116, 2022
372022
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