MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection. - Sanket Shukla; Gaurav Kolhe; Sai Manoj P. D.; Setareh Rafatirad (CASES (work in progress), 2019)

On Custom LUT-based Obfuscation. - Gaurav Kolhe; Sai Manoj P. D.; Setareh Rafatirad; Hamid Mahmoodi; Avesta Sasan; Houman Homayoun (ACM Great Lakes Symposium on VLSI, 2019)

Security and Complexity Analysis of LUT-based Obfuscation: From Blueprint to Reality. - Gaurav Kolhe; Hadi Mardani Kamali; Miklesh Naicker; Tyler David Sheaves; Hamid Mahmoodi; Sai Manoj P. D.; Houman Homayoun; Setareh Rafatirad; Avesta Sasan (ICCAD, 2019)

RNN-Based Classifier to Detect Stealthy Malware using Localized Features and Complex Symbolic Sequence. - Sanket Shukla; Gaurav Kolhe; Sai Manoj P. D.; Setareh Rafatirad (ICMLA, 2019)

Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier. - Sanket Shukla; Gaurav Kolhe; Sai Manoj Pudukotai Dinakarrao; Setareh Rafatirad (ICTAI, 2019)

System-Level Framework for Logic Obfuscation with Quantified Metrics for Evaluation. - Vivek V. Menon; Gaurav Kolhe; Andrew G. Schmidt; Joshua S. Monson; Matthew French; Yinghua Hu; Peter A. Beerel; Pierluigi Nuzzo 002 (SecDev, 2019)

Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. - Zhiqian Chen; Gaurav Kolhe; Setareh Rafatirad; Sai Manoj P. D.; Houman Homayoun; Liang Zhao 002; Chang-Tien Lu (CoRR, 2019)

Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning. - Zhiqian Chen; Gaurav Kolhe; Setareh Rafatirad; Chang-Tien Lu; Sai Manoj P. D.; Houman Homayoun; Liang Zhao 002 (DATE, 2020)

Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks. - Han Wang 020; Hossein Sayadi; Gaurav Kolhe; Avesta Sasan; Setareh Rafatirad; Houman Homayoun (ICCD, 2020)

SATConda: SAT to SAT-Hard Clause Translator. - Rakibul Hassan; Gaurav Kolhe; Setareh Rafatirad; Houman Homayoun; Sai Manoj Pudukotai Dinakarrao (ISQED, 2020)

Securing Hardware via Dynamic Obfuscation Utilizing Reconfigurable Interconnect and Logic Blocks. - Gaurav Kolhe; Soheil Salehi; Tyler David Sheaves; Houman Homayoun; Setareh Rafatirad; Sai Manoj P. D.; Avesta Sasan (DAC, 2021)

On-device Malware Detection using Performance-Aware and Robust Collaborative Learning. - Sanket Shukla; Sai Manoj P. D.; Gaurav Kolhe; Setareh Rafatirad (DAC, 2021)

A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation. - Rakibul Hassan; Gaurav Kolhe; Setareh Rafatirad; Houman Homayoun; Sai Manoj Pudukotai Dinakarrao (DATE, 2021)

Deep Graph Learning for Circuit Deobfuscation. - Zhiqian Chen; Lei Zhang 158; Gaurav Kolhe; Hadi Mardani Kamali; Setareh Rafatirad; Sai Manoj Pudukotai Dinakarrao; Houman Homayoun; Chang-Tien Lu; Liang Zhao 002 (Frontiers Big Data, 2021)

Silicon validation of LUT-based logic-locked IP cores. - Gaurav Kolhe; Tyler Sheaves; Kevin Immanuel Gubbi; Tejas Kadale; Setareh Rafatirad; Sai Manoj P. D.; Avesta Sasan; Hamid Mahmoodi; Houman Homayoun (DAC, 2022)

LOCK&ROLL: deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking. - Gaurav Kolhe; Tyler David Sheaves; Kevin Immanuel Gubbi; Soheil Salehi; Setareh Rafatirad; Sai Manoj P. D.; Avesta Sasan; Houman Homayoun (DAC, 2022)

RAFeL - Robust and Data-Aware Federated Learning-inspired Malware Detection in Internet-of-Things (IoT) Networks. - Sanket Shukla; Gaurav Kolhe; Houman Homayoun; Setareh Rafatirad; Sai Manoj P. D. (ACM Great Lakes Symposium on VLSI, 2022)

A Neural Network-based SAT-Resilient Obfuscation Towards Enhanced Logic Locking. - Rakibul Hassan; Gaurav Kolhe; Setareh Rafatirad; Houman Homayoun; Sai Manoj Pudukotai Dinakarrao (CoRR, 2022)

A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic Locking. - Rakibul Hassan; Gaurav Kolhe; Setareh Rafatirad; Houman Homayoun; Sai Manoj Pudukotai Dinakarrao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Breaking the Design and Security Trade-off of Look-up-table-based Obfuscation. - Gaurav Kolhe; Tyler David Sheaves; Sai Manoj P. D.; Hamid Mahmoodi; Setareh Rafatirad; Avesta Sasan; Houman Homayoun (ACM Trans. Design Autom. Electr. Syst., 2022)

Re-imagining the Security of the Hardware using Lookup Table based Obfuscation - Gaurav Kolhe (2022)

With Shared Microexponents, A Little Shifting Goes a Long Way. - Bita Darvish Rouhani; Ritchie Zhao; Venmugil Elango; Rasoul Shafipour; Mathew Hall; Maral Mesmakhosroshahi; Ankit More; Levi Melnick; Maximilian Golub; Girish Varatkar; Lai Shao; Gaurav Kolhe; et al. (ISCA, 2023)

Shared Microexponents: A Little Shifting Goes a Long Way. - Bita Rouhani; Ritchie Zhao; Venmugil Elango; Rasoul Shafipour; Mathew Hall; Maral Mesmakhosroshahi; Ankit More; Levi Melnick; Maximilian Golub; Girish Varatkar; Lei Shao; Gaurav Kolhe; et al. (CoRR, 2023)

Microscaling Data Formats for Deep Learning. - Bita Darvish Rouhani; Ritchie Zhao; Ankit More; Mathew Hall; Alireza Khodamoradi; Summer Deng; Dhruv Choudhary; Marius Cornea; Eric Dellinger; Kristof Denolf; Dusan Stosic; Venmugil Elango; et al. (CoRR, 2023)