Gaurav Kolhe

According to our database, Gaurav Kolhe authored at least 24 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, 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

CoRR, 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, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov

CoRR, 2023

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, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2022

Re-imagining the Security of the Hardware using Lookup Table based Obfuscation

Gaurav Kolhe

PhD thesis, 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

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

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

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.

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 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

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

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

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Deep Graph Learning for Circuit Deobfuscation.

Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao

Frontiers Big Data, 2021

A Cognitive SAT to SAT-Hard Clause Translation-based Logic Obfuscation.

Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

On-device Malware Detection using Performance-Aware and Robust Collaborative Learning.

Sanket Shukla, Sai Manoj P. D., Gaurav Kolhe, Setareh Rafatirad

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

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

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

SATConda: SAT to SAT-Hard Clause Translator.

Rakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

Phased-Guard: Multi-Phase Machine Learning Framework for Detection and Identification of Zero-Day Microarchitectural Side-Channel Attacks.

Han Wang, Hossein Sayadi, Gaurav Kolhe, Avesta Sasan, Setareh Rafatirad, Houman Homayoun

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

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

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

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, Chang-Tien Lu

CoRR, 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

Proceedings of the 2019 IEEE Cybersecurity Development, 2019

Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and Classifier.

Sanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 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

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 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

Proceedings of the International Conference on Computer-Aided Design, 2019

On Custom LUT-based Obfuscation.

Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad, Hamid Mahmoodi, Avesta Sasan, Houman Homayoun

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

MicroArchitectural Events and Image Processing-based Hybrid Approach for Robust Malware Detection.

Sanket Shukla, Gaurav Kolhe, Sai Manoj P. D., Setareh Rafatirad

Proceedings of the 2019 International Conference on Compliers, 2019