Sai Manoj P. D.

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 45

Top Topics

Power Management

Comprehensive Analysis

Malware Detection

Multicore Processors

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Nima Kavand, Armin Darjani, Jens Trommer, Giulio Galderisi, Thomas Mikolajick, Nicolai Müller, Amir Moradi, Chongzhou Fang, Ning Miao, Han Wang, Sai Manoj P. D., Houman Homayoun, Benjamin Hettwer, Luca Parrini, Akash Kumar
Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. CODES+ISSS (2023)
Najmeh Nazari, Chongzhou Fang, Sai Manoj P. D., Houman Homayoun
Don't Cross Me! Cross-layer System Security. DAC (2023)
Katherine Mercado, Sathwika Bavikadi, Sai Manoj P. D.
Coarse-Grained High-speed Reconfigurable Array-based Approximate Accelerator for Deep Learning Applications. CISS (2023)
Kevin Immanuel Gubbi, Inderpreet Kaur, Abdallah Hashem, Sai Manoj P. D., Houman Homayoun, Avesta Sasan, Soheil Salehi
Securing AI Hardware: Challenges in Detecting and Mitigating Hardware Trojans in ML Accelerators. MWSCAS (2023)
Sayed Aresh Beheshti-Shirazi, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.
Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. IEEE Access 11 (2023)
Rakibul Hassan, Charan Bandi, Meng-Tien Tsai, Shahriar Golchin, Sai Manoj P. D., Setareh Rafatirad, Soheil Salehi
Automated Supervised Topic Modeling Framework for Hardware Weaknesses. ISQED (2023)
Abhishek Vashist, Maojia Patrick Li, Amlan Ganguly, Sai Manoj P. D., Clark Hochgraf, Raymond W. Ptucha, Andres Kwasinski, Michael E. Kuhl
KF-Loc: A Kalman Filter and Machine Learning Integrated Localization System Using Consumer-Grade Millimeter-Wave Hardware. IEEE Consumer Electron. Mag. 11 (4) (2022)
Gaurav Kolhe, Tyler David Sheaves, Kevin Immanuel Gubbi, Soheil Salehi, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Houman Homayoun
LOCK&ROLL: deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking. DAC (2022)
Abhishek Vashist, Sharan Vidash Vidya Shanmugham, Amlan Ganguly, Sai Manoj P. D.
DQN Based Exit Selection in Multi-Exit Deep Neural Networks for Applications Targeting Situation Awareness. ICCE (2022)
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)
Gaurav Kolhe, Tyler David Sheaves, Sai Manoj P. D., Hamid Mahmoodi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. ACM Trans. Design Autom. Electr. Syst. 27 (6) (2022)
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)
Sunanda Roy, Angelos Stavrou, Brian L. Mark, Kai Zeng, Sai Manoj P. D., Khaled N. Khasawneh
Characterization of AES Implementations on Microprocessor-based IoT Devices. WCNC (2022)
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)
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)
Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
Adaptive-Gravity: A Defense Against Adversarial Samples. ISQED (2022)
Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
Adaptive-Gravity: A Defense Against Adversarial Samples. CoRR (2022)
Soheil Salehi, Tyler David Sheaves, Kevin Immanuel Gubbi, Sayed Arash Beheshti, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Tinoosh Mohsenin, Houman Homayoun
Neuromorphic-Enabled Security for IoT. NEWCAS (2022)
Charan Bandi, Soheil Salehi, Rakibul Hassan, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
Ontology-Driven Framework for Trend Analysis of Vulnerabilities and Impacts in IoT Hardware. ICSC (2021)
Sanket Shukla, Sai Manoj P. D., Gaurav Kolhe, Setareh Rafatirad
On-device Malware Detection using Performance-Aware and Robust Collaborative Learning. DAC (2021)
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)
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)
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)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR (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)
Santiago Pagani, Sai Manoj P. D., Axel Jantsch, Jörg Henkel
Machine Learning for Power, Energy, and Thermal Management on Multicore Processors: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (1) (2020)
Abhishek Vashist, Darshan Ramesh Bhanushali, Robert Relyea, Clark Hochgraf, Amlan Ganguly, Sai Manoj P. D., Raymond W. Ptucha, Andres Kwasinski, Michael E. Kuhl
Indoor Wireless Localization Using Consumer-Grade 60 GHz Equipment with Machine Learning for Intelligent Material Handling. ICCE (2020)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED (2020)
Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence. ICMLA (2019)
Abhijitt Dhavlle, Sahil Bhat, Setareh Rafatirad, Houman Homayoun, Sai Manoj P. D.
Sequence-Crafter: Side-Channel Entropy Minimization to Thwart Timing-based Side-Channel Attacks. CASES (work in progress) (2019)
Gaurav Kolhe, Hadi Mardani Kamali, Miklesh Naicker, Tyler David Sheaves, Hamid Mahmoodi, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad, Avesta Sasan
Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. ICCAD (2019)
Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun
On Custom LUT-based Obfuscation. ACM Great Lakes Symposium on VLSI (2019)
Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection. CASES (work in progress) (2019)
Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Sai Manoj P. D., Houman Homayoun, Liang Zhao, Chang-Tien Lu
Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. CoRR (2019)
Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun
Efficient utilization of adversarial training towards robust machine learners and its analysis. ICCAD (2018)
Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun
Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. CF (2018)
Sai Manoj P. D., Axel Jantsch, Muhammad Shafique
SmartDPM: Machine Learning-Based Dynamic Power Management for Multi-Core Microprocessors. J. Low Power Electron. 14 (4) (2018)
Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. ASAP (2018)
Hossein Sayadi, Nisarg Patel, Sai Manoj P. D., Avesta Sasan, Setareh Rafatirad, Houman Homayoun
Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification. DAC (2018)
Nima Taherinejad, Muhammad Ali Shami, Sai Manoj P. D.
Self-aware sensing and attention-based data collection in Multi-Processor System-on-Chips. NEWCAS (2017)
Sai Manoj P. D., Jie Lin, Shikai Zhu, Yingying Yin, Xu Liu, Xiwei Huang, Chongshen Song, Wenqi Zhang, Mei Yan, Zhiyi Yu, Hao Yu
A Scalable Network-on-Chip Microprocessor With 2.5D Integrated Memory and Accelerator. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2017)
Matthias Wess, Sai Manoj P. D., Axel Jantsch
Neural network based ECG anomaly detection on FPGA and trade-off analysis. ISCAS (2017)
Nima Taherinejad, Sai Manoj P. D., Michael Rathmair, Axel Jantsch
Fully digital write-in scheme for multi-bit memristive storage. CCE (2016)
Sai Manoj P. D., Hao Yu, Hantao Huang, Dongjun Xu
A Q-Learning Based Self-Adaptive I/O Communication for 2.5D Integrated Many-Core Microprocessor and Memory. IEEE Trans. Computers 65 (4) (2016)
Leibin Ni, Sai Manoj P. D., Yang Song, Chenjie Gu, Hao Yu
A Zonotoped Macromodeling for Eye-Diagram Verification of High-Speed I/O Links With Jitter and Parameter Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (6) (2016)
Sai Manoj P. D., Kanwen Wang, Hantao Huang, Hao Yu
Smart I/Os: a data-pattern aware 2.5D interconnect with space-time multiplexing. SLIP (2015)
Sai Manoj P. D., Hao Yu, Kanwen Wang
3D Many-Core Microprocessor Power Management by Space-Time Multiplexing Based Demand-Supply Matching. IEEE Trans. Computers 64 (11) (2015)
Nima Taherinejad, Sai Manoj P. D., Axel Jantsch
Memristors' Potential for Multi-bit Storage and Pattern Learning. EMS (2015)
Jie Lin, Shikai Zhu, Zhiyi Yu, Dongjun Xu, Sai Manoj P. D., Hao Yu
A scalable and reconfigurable 2.5D integrated multicore processor on silicon interposer. CICC (2015)
Dongjun Xu, Sai Manoj P. D., Kanwen Wang, Hao Yu, Ningmei Yu, Mingbin Yu
A 2.5-D Memory-Logic Integration With Data-Pattern-Aware Memory Controller. IEEE Des. Test 32 (4) (2015)