Zhixin Pan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Malware Detection

Ensemble Classification

Malicious Executables

Top Venues

Publications

Zhixin Pan, Prabhat Mishra
TD-Zero: Automatic Golden-Free Hardware Trojan Detection Using Zero-Shot Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
Zhixin Pan, Emma Andrews, Laura Chang, Prabhat Mishra
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning. CoRR (2024)
Ziyu Shu, Zhixin Pan
SDIP: Self-Reinforcement Deep Image Prior Framework for Image Processing. CoRR (2024)
Hansika Weerasena, Zhixin Pan, Khushboo Rani, Prabhat Mishra
Breaking NoC Anonymity using Flow Correlation Attack. CoRR (2023)
Zhixin Pan, Prabhat Mishra
Hardware Acceleration of Explainable Artificial Intelligence. CoRR (2023)
Weizhao Zhong, Huihui Chen, Zhixin Pan, Chundi Zheng, Aiguo Wang
COSense: collaborative and opportunistic sensing of road events by vehicles' cameras. CCF Trans. Pervasive Comput. Interact. 5 (3) (2023)
Daniel Volya, Zhixin Pan, Prabhat Mishra
Feedback-Based Steering for Quantum State Preparation. QCE (2023)
Zhixin Pan, Prabhat Mishra
Hardware Trojan Detection Using Shapley Ensemble Boosting. ASP-DAC (2023)
Zhixin Pan, Jennifer Sheldon, Prabhat Mishra
Hardware-Assisted Malware Detection and Localization Using Explainable Machine Learning. IEEE Trans. Computers 71 (12) (2022)
Zhixin Pan, Prabhat Mishra
Design of AI Trojans for Evading Machine Learning-based Detection of Hardware Trojans. DATE (2022)
Zhixin Pan, Prabhat Mishra
A Survey on Hardware Vulnerability Analysis Using Machine Learning. IEEE Access 10 (2022)
Zhixin Pan, Prabhat Mishra
Backdoor Attacks on Bayesian Neural Networks using Reverse Distribution. CoRR (2022)
Zhixin Pan, Prabhat Mishra
Hardware Acceleration of Explainable Machine Learning. DATE (2022)
Zhixin Pan, Prabhat Mishra
Hardware Acceleration of Explainable Machine Learning using Tensor Processing Units. CoRR (2021)
Zhixin Pan, Prabhat Mishra
Automated Test Generation for Hardware Trojan Detection using Reinforcement Learning. ASP-DAC (2021)
Zhixin Pan, Prabhat Mishra
Fast Approximate Spectral Normalization for Robust Deep Neural Networks. CoRR (2021)
Zhixin Pan, Prabhat Mishra
Accelerating Spectral Normalization for Enhancing Robustness of Deep Neural Networks. ISVLSI (2021)
Zhixin Pan, Jennifer Sheldon, Chamika Sudusinghe, Subodha Charles, Prabhat Mishra
Hardware-Assisted Malware Detection using Machine Learning. DATE (2021)
Zhixin Pan, Prabhat Mishra
Automated Detection of Spectre and Meltdown Attacks Using Explainable Machine Learning. HOST (2021)
Zhixin Pan, Jennifer Sheldon, Prabhat Mishra
Hardware-Assisted Malware Detection using Explainable Machine Learning. ICCD (2020)
Zhixin Pan, Jennifer Sheldon, Prabhat Mishra
Test Generation using Reinforcement Learning for Delay-based Side-Channel Analysis. ICCAD (2020)
Baba C. Vemuri, Jiaqi Sun, Monami Banerjee, Zhixin Pan, Sara M. Turner, David D. Fuller, John R. Forder, Alireza Entezari
A geometric framework for ensemble average propagator reconstruction from diffusion MRI. Medical Image Anal. 57 (2019)
Xuejin Wang, Zhihong Zhang, Zhixin Pan
The design scheme analysis of energy efficiency fresh air system for residential building. EMEIT (2011)