Rui Wen
Stuhlsatzenhaus 5
66123 Saarbrücken, Germany
I’m a Ph.D. candidate at CISPA, where I am supervised by Prof. Michael Backes and advised by Dr. Yang Zhang. My research focuses on the intersection of machine learning and security, specifically in the areas of poisoning attacks and inference attacks.
I obtained my Bachelor’s degree in Physics from the University of Science and Technology of China in 2019. I completed a summer research internship at the University of Tokyo under the supervision of Prof. Tsuyoshi Takagi, where I focused on the security evaluation of LWE-based cryptosystems. Following that, I did my final year thesis at Shanghai Jiao Tong University under the guidance of Prof. Yu Yu.
I am passionate about applying my research to real-world problems and welcome opportunities to collaborate with industry and academia to advance the state-of-the-art in machine learning security and privacy.
news
Aug 30, 2024 | Our paper titled Understanding Data Importance in Machine Learning Attacks: Does Valuable Data Pose Greater Harm? was accepted by NDSS 2025. |
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Aug 23, 2024 | Our paper titled Membership Inference Attacks Against In-Context Learning was accepted by CCS 2024. |
Jun 1, 2024 | Our paper titled Instruction Backdoor Attacks Against Customized LLMs was accepted by Usenix Security 2024. |
Mar 4, 2024 | Our team secured second place at the LLM CTF. |
Dec 30, 2023 | I’ll join the PC of CCS 2024! |