Jaden PanMay 24, 20221 min readAutomated Detection of Spectre and MeltdownAttacks using Explainable Machine LearningSpectre and Meltdown attacks exploit security vulnerabilities of advanced architectural features to access inherently concealed memory...
Jaden PanMay 24, 20221 min readAutomated Test Generation for Hardware Trojan Detection using Reinforcement LearningDue to globalized semiconductor supply chain, there is an increasing risk of exposing System-on-Chip (SoC) designs to malicious implants,...
Jaden PanMay 24, 20221 min readAccelerating Spectral Normalization for Enhancing Robustness of Deep Neural NetworksDeep neural networks (DNNs) play an important role in machine learning due to its outstanding performance compared to other alternatives....
Jaden PanMay 24, 20221 min readHardware Acceleration of Explainable Machine LearningMachine learning (ML) is successful in achieving human-level performance in various fields. However, it lacks the ability to explain an...
Jaden PanDec 13, 20201 min read A Survey on Hardware Vulnerability Analysis using Machine Learning, IEEE Access (Access), 2022.Zhixin Pan and Prabhat Mishra, A Survey on Hardware Vulnerability Analysis using Machine Learning, IEEE Access (Access), 2022. Electronic...
Jaden PanDec 13, 20201 min readHardware-Assisted Malware Detection and Localization using Explainable Machine LearningMalicious software, popularly known as malware, is widely acknowledged as a serious threat to modern computing systems. Software-based ...
Jaden PanDec 13, 20201 min readDesign of AI Trojans for Evading Machine Learning-based Detection of Hardware TrojansThe globalized semiconductor supply chain signif- icantlyincreasestheriskofexposingSystem-on-Chip(SoC) designs to malicious implants,...
