Wei Zou PhD Student College of Information Sciences and Technology Pennsylvania State University (Penn State) Email: weizou@psu.edu GitHub / Google Scholar

I am currently a second-year PhD student at Pennsylvania State University. I am fortunate to be advised by Dr. Jinyuan Jia. I completed Bachelor of Economics at Shanghai University of Finance and Economics and Master's Program in Computational and Applied Mathematics (MCAM) at the University of Chicago.

Research Interest: Trustworthy ML.

Publications

PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models
Wei Zou*, Runpeng Geng*, Binghui Wang, Jinyuan Jia
USENIX Security Symposium (USENIX Security), 2025
[PDF] [Code]
FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models
Yanting Wang, Wei Zou, Jinyuan Jia
IEEE Symposium on Security and Privacy (IEEE S&P), 2024
[PDF]
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models
Yanting Wang, Hongye Fu, Wei Zou, Jinyuan Jia
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[PDF]
Provably robust multi-bit watermarking for ai-generated text via error correction code
Wenjie Qu, Dong Yin, Zixin He, Wei Zou, Tianyang Tao, Jinyuan Jia, Jiaheng Zhang
arXiv, 2024
[PDF] [Code]
Analyzing robustness of end-to-end neural models for automatic speech recognition
Goutham Rajendran*, Wei Zou*
arXiv, 2022
[PDF]

Professional Servies

• Reviewer:
• ACM Transactions on Privacy and Security