Sai Manoj P. D.

56 papers A* 6A 4B 1C 5Misc 2Journal 14Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Logic Solver Guided Directed Fuzzing for Hardware Designs. CoRR Raghul Saravanan, Sai Manoj P. D.
2025	A	`conf`	PROFUZZ: Directed Graybox Fuzzing via Module Selection and ATPG-Guided Seed Generation. ICCAD Raghul Saravanan, Sudipta Paria, Aritra Dasgupta, Swarup Bhunia, Sai Manoj P. D.
2023	J	`jnl`	Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. IEEE Access Sayed Aresh Beheshti-Shirazi, Najmeh Nazari, Kevin Immanuel Gubbi, Banafsheh Saber Latibari, Setareh Rafatirad, Houman Homayoun, Avesta Sasan, Sai Manoj P. D.
2023	—	`conf`	Automated Supervised Topic Modeling Framework for Hardware Weaknesses. ISQED Rakibul Hassan, Charan Bandi, Meng-Tien Tsai, Shahriar Golchin, Sai Manoj P. D., Setareh Rafatirad, Soheil Salehi
2023	Misc	`conf`	Coarse-Grained High-speed Reconfigurable Array-based Approximate Accelerator for Deep Learning Applications. CISS Katherine Mercado, Sathwika Bavikadi, Sai Manoj P. D.
2023	A*	`conf`	Don't Cross Me! Cross-layer System Security. DAC Najmeh Nazari, Chongzhou Fang, Sai Manoj P. D., Houman Homayoun
2023	—	`conf`	Securing AI Hardware: Challenges in Detecting and Mitigating Hardware Trojans in ML Accelerators. MWSCAS Kevin Immanuel Gubbi, Inderpreet Kaur, Abdallah Hashem, Sai Manoj P. D., Houman Homayoun, Avesta Sasan, Soheil Salehi
2023	Misc	`conf`	Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. CODES+ISSS 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
2022	—	`conf`	Adaptive-Gravity: A Defense Against Adversarial Samples. ISQED Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
2022	J	`jnl`	Adaptive-Gravity: A Defense Against Adversarial Samples. CoRR Ali Mirzaeian, Zhi Tian, Sai Manoj P. D., Banafsheh S. Latibari, Ioannis Savidis, Houman Homayoun, Avesta Sasan
2022	J	`jnl`	Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. ACM Trans. Design Autom. Electr. Syst. Gaurav Kolhe, Tyler David Sheaves, Sai Manoj P. D., Hamid Mahmoodi, Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2022	—	`conf`	CAD-FSL: Code-Aware Data Generation based Few-Shot Learning for Efficient Malware Detection. ACM Great Lakes Symposium on VLSI Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj P. D.
2022	B	`conf`	Characterization of AES Implementations on Microprocessor-based IoT Devices. WCNC Sunanda Roy, Angelos Stavrou, Brian L. Mark, Kai Zeng, Sai Manoj P. D., Khaled N. Khasawneh
2022	C	`conf`	DQN Based Exit Selection in Multi-Exit Deep Neural Networks for Applications Targeting Situation Awareness. ICCE Abhishek Vashist, Sharan Vidash Vidya Shanmugham, Amlan Ganguly, Sai Manoj P. D.
2022	C	`conf`	Iron-Dome: Securing IoT Networked Systems at Runtime by Network and Device Characteristics to Confine Malware Epidemics. ICCD Sanket Shukla, Abhijitt Dhavlle, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
2022	J	`jnl`	KF-Loc: A Kalman Filter and Machine Learning Integrated Localization System Using Consumer-Grade Millimeter-Wave Hardware. IEEE Consumer Electron. Mag. Abhishek Vashist, Maojia Patrick Li, Amlan Ganguly, Sai Manoj P. D., Clark Hochgraf, Raymond W. Ptucha, Andres Kwasinski, Michael E. Kuhl
2022	A*	`conf`	LOCK&ROLL: deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking. DAC Gaurav Kolhe, Tyler David Sheaves, Kevin Immanuel Gubbi, Soheil Salehi, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Houman Homayoun
2022	—	`conf`	Neuromorphic-Enabled Security for IoT. NEWCAS Soheil Salehi, Tyler David Sheaves, Kevin Immanuel Gubbi, Sayed Arash Beheshti, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Tinoosh Mohsenin, Houman Homayoun
2022	—	`conf`	RAFeL - Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. ACM Great Lakes Symposium on VLSI Sanket Shukla, Gaurav Kolhe, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D.
2022	—	`conf`	RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. ACM Great Lakes Symposium on VLSI Tanmoy Chowdhury, Ashkan Vakil, Banafsheh Saber Latibari, Sayed Aresh Beheshti-Shirazi, Ali Mirzaeian, Xiaojie Guo, Sai Manoj P. D., Houman Homayoun, Ioannis Savidis, Liang Zhao, Avesta Sasan
2022	A*	`conf`	Silicon validation of LUT-based logic-locked IP cores. DAC Gaurav Kolhe, Tyler Sheaves, Kevin Immanuel Gubbi, Tejas Kadale, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan, Hamid Mahmoodi, Houman Homayoun
2022	—	`conf`	Survey of Machine Learning for Electronic Design Automation. ACM Great Lakes Symposium on VLSI Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, Tyler David Sheaves, Soheil Salehi, Sai Manoj P. D., Setareh Rafatirad, Avesta Sasan, Houman Homayoun
2021	—	`conf`	A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop. ACM Great Lakes Symposium on VLSI Sayed Aresh Beheshti-Shirazi, Ashkan Vakil, Sai Manoj P. D., Ioannis Savidis, Houman Homayoun, Avesta Sasan
2021	—	`conf`	Conditional Classification: A Solution for Computational Energy Reduction. ISQED Ali Mirzaeian, Sai Manoj P. D., Ashkan Vakil, Houman Homayoun, Avesta Sasan
2021	—	`conf`	Evaluation of Machine Learning-based Detection against Side-Channel Attacks on Autonomous Vehicle. AICAS Han Wang, Soheil Salehi, Hossein Sayadi, Avesta Sasan, Tinoosh Mohsenin, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2021	—	`conf`	Machine Learning-Assisted Website Fingerprinting Attacks with Side-Channel Information: A Comprehensive Analysis and Characterization. ISQED Han Wang, Hossein Sayadi, Avesta Sasan, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2021	A*	`conf`	On-device Malware Detection using Performance-Aware and Robust Collaborative Learning. DAC Sanket Shukla, Sai Manoj P. D., Gaurav Kolhe, Setareh Rafatirad
2021	—	`conf`	Ontology-Driven Framework for Trend Analysis of Vulnerabilities and Impacts in IoT Hardware. ICSC Charan Bandi, Soheil Salehi, Rakibul Hassan, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad
2021	A*	`conf`	Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks. DAC Gaurav Kolhe, Soheil Salehi, Tyler David Sheaves, Houman Homayoun, Setareh Rafatirad, Sai Manoj P. D., Avesta Sasan
2020	—	`conf`	Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
2020	J	`jnl`	Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
2020	A	`conf`	Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. DATE Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj P. D., Houman Homayoun, Liang Zhao
2020	C	`conf`	Indoor Wireless Localization Using Consumer-Grade 60 GHz Equipment with Machine Learning for Intelligent Material Handling. ICCE Abhishek Vashist, Darshan Ramesh Bhanushali, Robert Relyea, Clark Hochgraf, Amlan Ganguly, Sai Manoj P. D., Raymond W. Ptucha, Andres Kwasinski, Michael E. Kuhl
2020	J	`jnl`	Machine Learning for Power, Energy, and Thermal Management on Multicore Processors: A Survey. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Santiago Pagani, Sai Manoj P. D., Axel Jantsch, Jörg Henkel
2019	J	`jnl`	Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. CoRR Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Sai Manoj P. D., Houman Homayoun, Liang Zhao, Chang-Tien Lu
2019	—	`conf`	MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection. CASES (work in progress) Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
2019	—	`conf`	On Custom LUT-based Obfuscation. ACM Great Lakes Symposium on VLSI Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun
2019	C	`conf`	RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence. ICMLA Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad
2019	A	`conf`	Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. ICCAD Gaurav Kolhe, Hadi Mardani Kamali, Miklesh Naicker, Tyler David Sheaves, Hamid Mahmoodi, Sai Manoj P. D., Houman Homayoun, Setareh Rafatirad, Avesta Sasan
2019	—	`conf`	Sequence-Crafter: Side-Channel Entropy Minimization to Thwart Timing-based Side-Channel Attacks. CASES (work in progress) Abhijitt Dhavlle, Sahil Bhat, Setareh Rafatirad, Houman Homayoun, Sai Manoj P. D.
2018	—	`conf`	Comprehensive assessment of run-time hardware-supported malware detection using general and ensemble learning. CF Hossein Sayadi, Sai Manoj P. D., Amir Houmansadr, Setareh Rafatirad, Houman Homayoun
2018	—	`conf`	Compressive Sensing on Storage Data: An Effective Solution to Alleviate I/0 Bottleneck in Data- Intensive Workloads. ASAP Hosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj P. D., Setareh Rafatirad, Houman Homayoun
2018	A	`conf`	Efficient utilization of adversarial training towards robust machine learners and its analysis. ICCAD Sai Manoj P. D., Sairaj Amberkar, Setareh Rafatirad, Houman Homayoun
2018	A*	`conf`	Ensemble learning for effective run-time hardware-based malware detection: a comprehensive analysis and classification. DAC Hossein Sayadi, Nisarg Patel, Sai Manoj P. D., Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2018	J	`jnl`	SmartDPM: Machine Learning-Based Dynamic Power Management for Multi-Core Microprocessors. J. Low Power Electron. Sai Manoj P. D., Axel Jantsch, Muhammad Shafique
2017	J	`jnl`	A Scalable Network-on-Chip Microprocessor With 2.5D Integrated Memory and Accelerator. IEEE Trans. Circuits Syst. I Regul. Pap. Sai Manoj P. D., Jie Lin, Shikai Zhu, Yingying Yin, Xu Liu, Xiwei Huang, Chongshen Song, Wenqi Zhang, Mei Yan, Zhiyi Yu, Hao Yu
2017	C	`conf`	Neural network based ECG anomaly detection on FPGA and trade-off analysis. ISCAS Matthias Wess, Sai Manoj P. D., Axel Jantsch
2017	—	`conf`	Self-aware sensing and attention-based data collection in Multi-Processor System-on-Chips. NEWCAS Nima Taherinejad, Muhammad Ali Shami, Sai Manoj P. D.
2016	J	`jnl`	A Q-Learning Based Self-Adaptive I/O Communication for 2.5D Integrated Many-Core Microprocessor and Memory. IEEE Trans. Computers Sai Manoj P. D., Hao Yu, Hantao Huang, Dongjun Xu
2016	J	`jnl`	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. Leibin Ni, Sai Manoj P. D., Yang Song, Chenjie Gu, Hao Yu
2016	—	`conf`	Fully digital write-in scheme for multi-bit memristive storage. CCE Nima Taherinejad, Sai Manoj P. D., Michael Rathmair, Axel Jantsch
2015	J	`jnl`	3D Many-Core Microprocessor Power Management by Space-Time Multiplexing Based Demand-Supply Matching. IEEE Trans. Computers Sai Manoj P. D., Hao Yu, Kanwen Wang
2015	J	`jnl`	A 2.5-D Memory-Logic Integration With Data-Pattern-Aware Memory Controller. IEEE Des. Test Dongjun Xu, Sai Manoj P. D., Kanwen Wang, Hao Yu, Ningmei Yu, Mingbin Yu
2015	—	`conf`	A scalable and reconfigurable 2.5D integrated multicore processor on silicon interposer. CICC Jie Lin, Shikai Zhu, Zhiyi Yu, Dongjun Xu, Sai Manoj P. D., Hao Yu
2015	—	`conf`	Memristors' Potential for Multi-bit Storage and Pattern Learning. EMS Nima Taherinejad, Sai Manoj P. D., Axel Jantsch
2015	—	`conf`	Smart I/Os: a data-pattern aware 2.5D interconnect with space-time multiplexing. SLIP Sai Manoj P. D., Kanwen Wang, Hantao Huang, Hao Yu