Yixin Wu

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Im Oberen Werk 1

66386 St. Ingbert (Germany)

I’m a third-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. My research focuses on trustworthy machine learning, especially in the area of privacy attacks and the safety of AIGC.

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.

news

Sep 20, 2024 Our paper titled “The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective” was accepted by EMNLP 2024!
Aug 14, 2024 Our paper titled “Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution” was accepted by CCS 2024!
May 02, 2024 Our paper titled “Link Stealing Attacks Against Inductive Graph Neural Networks” was accepted by PETS 2024!
Sep 15, 2023 Our paper titled “Quantifying Privacy Risks of Prompts in Visual Prompt Learning” was accepted by Usenix Security 2024!