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Automated Detection of Spectre and MeltdownAttacks using Explainable Machine Learning
Spectre and Meltdown attacks exploit security vulnerabilities of advanced architectural features to access inherently concealed memory...

Jaden Pan
May 24, 20221 min read
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Automated Test Generation for Hardware Trojan Detection using Reinforcement Learning
Due to globalized semiconductor supply chain, there is an increasing risk of exposing System-on-Chip (SoC) designs to malicious implants,...

Jaden Pan
May 24, 20221 min read
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Accelerating Spectral Normalization for Enhancing Robustness of Deep Neural Networks
Deep neural networks (DNNs) play an important role in machine learning due to its outstanding performance compared to other alternatives....

Jaden Pan
May 24, 20221 min read
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Hardware Acceleration of Explainable Machine Learning
Machine learning (ML) is successful in achieving human-level performance in various fields. However, it lacks the ability to explain an...

Jaden Pan
May 24, 20221 min read
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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 Pan
Dec 13, 20201 min read
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Hardware-Assisted Malware Detection and Localization using Explainable Machine Learning
Malicious software, popularly known as malware, is widely acknowledged as a serious threat to modern computing systems. Software-based ...

Jaden Pan
Dec 13, 20201 min read
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Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans
The globalized semiconductor supply chain signif- icantlyincreasestheriskofexposingSystem-on-Chip(SoC) designs to malicious implants,...

Jaden Pan
Dec 13, 20201 min read
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