I’m a second-year Ph.D. student at CISPA Helmholtz Center for Information Security, where I am fortunate to be advised by Prof. Michael Backes and Dr. Yang Zhang. Prior to coming to CISPA, I received my Bachelor’s degree from Sichuan University, where I daily worked with Prof. Cheng Huang. During my undergraduate, I was also a security engineer intern at Alibaba.

Research Interests

  • Trustworthy Machine Learning (Privacy, Security, and Safety)
  • Misinformation, Hate Speech, and Memes

Publications

[USENIX Security 2024] Quantifying Privacy Risks of Prompts in Visual Prompt Learning. Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang.

[arxiv] On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts. Yixin Wu, Ning Yu, Michael Backes, Yun Shen, Yang Zhang.

[arxiv] Membership Inference Attacks Against Text-To-Image Generation Models. Yixin Wu, Ning Yu, Zheng Li, Michael Backes, Yang Zhang.

[arxiv] Node-Level Membership Inference Attacks Against Graph Neural Networks. Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang.