Gaurav Kolhe

24 papers A* 5A 3B 1C 2Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Microscaling Data Formats for Deep Learning.
CoRR
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, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
2023 J jnl
Shared Microexponents: A Little Shifting Goes a Long Way.
CoRR
Bita Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lei Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2023 A* conf
With Shared Microexponents, A Little Shifting Goes a Long Way.
ISCA
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, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2022 J jnl
A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic Locking.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2022 J jnl
A Neural Network-based SAT-Resilient Obfuscation Towards Enhanced Logic Locking.
CoRR
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
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 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
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 — —
Re-imagining the Security of the Hardware using Lookup Table based Obfuscation
Gaurav Kolhe
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
2021 A conf
A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation.
DATE
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
2021 J jnl
Deep Graph Learning for Circuit Deobfuscation.
Frontiers Big Data
Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao
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 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 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
Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks.
ICCD
Han Wang, Hossein Sayadi, Gaurav Kolhe, Avesta Sasan, Setareh Rafatirad, Houman Homayoun
2020 — conf
SATConda: SAT to SAT-Hard Clause Translator.
ISQED
Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao
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 B conf
Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier.
ICTAI
Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad
2019 — conf
System-Level Framework for Logic Obfuscation with Quantified Metrics for Evaluation.
SecDev
Vivek V. Menon, Gaurav Kolhe, Andrew G. Schmidt, Joshua S. Monson, Matthew French, Yinghua Hu, Peter A. Beerel, Pierluigi Nuzzo