Peichun Hua

B.Eng Student in Computer Science Engineering
CUHK Shenzhen
peichunhua (at) link.cuhk.edu.cn


About Me

I am a final year Computer Science student at the School of Data Science, The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen). I was an exchange tar heel at the University of North Carolina at Chapel Hill in Year 2024-25.

My research interests lie at the intersection of computer security, machine learning, and hardware security. I am fortunate to work with Prof. Yue Zheng and Prof. Yunming Xiao at CUHK Shenzhen. In the summer of 2025, I was fortunate to work with Prof. Ning Zhang at Washington University in St. Louis.

Publications

  1. Securing On-device Transformer with Hardware Binding and Reversible Obfuscation
    Peichun Hua, Hanxiu Zhang, Tuo Li, and Yue Zheng
    The 41st Annual Computer Security Applications Conference (ACSAC), 2025. ACSAC
    PDF Code Slides Video
    Artifact Available, Artifact Reviewed, Artifact Reproducible (IEEE Badges). Acceptance Rate: 84/446 ≈ 18.8%.

  2. Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring
    Peichun Hua, Hao Li, Shanghao Shi, Zhiyuan Yu, and Ning Zhang
    arXiv Preprint
    PDF Code

  3. Live Demonstration: Hardware-Bound IP Protection for Edge-deployed Transformers
    Peichun Hua, Hanxiu Zhang, Tuo Li, Yue Zheng, and Wenye Liu
    IEEE International Symposium on Circuits and Systems (ISCAS), 2026. ISCAS
    PDF
    Accepted

Services

2025


Awards

Academic Honors

Research Awards


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