HoMonit: Monitoring Smart Home Apps from Encrypted Traffic. - Wei Zhang 001; Yan Meng 001; Yugeng Liu; Xiaokuan Zhang; Yinqian Zhang; Haojin Zhu (CCS, 2018)

Securing android applications via edge assistant third-party library detection. - Zhushou Tang; Minhui Xue 001; Guozhu Meng; Chengguo Ying; Yugeng Liu; Jianan He; Haojin Zhu; Yang Liu 003 (Comput. Secur., 2019)

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. - Yugeng Liu; Rui Wen 002; Xinlei He 001; Ahmed Salem 001; Zhikun Zhang 001; Michael Backes 001; Emiliano De Cristofaro; Mario Fritz; Yang Zhang 016 (USENIX Security Symposium, 2022)

Backdoor Attacks Against Dataset Distillation. - Yugeng Liu; Zheng Li 023; Michael Backes 001; Yun Shen; Yang Zhang 016 (NDSS, 2023)

Watermarking Diffusion Model. - Yugeng Liu; Zheng Li 023; Michael Backes 001; Yun Shen; Yang Zhang 016 (CoRR, 2023)

Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models. - Yugeng Liu; Tianshuo Cong; Zhengyu Zhao 001; Michael Backes 001; Yun Shen; Yang Zhang 016 (CoRR, 2023)

ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities. - Yukun Jiang 001; Zheng Li 023; Xinyue Shen 001; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (EMNLP, 2024)

Games and Beyond: Analyzing the Bullet Chats of Esports Livestreaming. - Yukun Jiang 001; Xinyue Shen 001; Rui Wen 002; Zeyang Sha; Junjie Chu 002; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (ICWSM, 2024)

Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

ModSCAN: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities. - Yukun Jiang 001; Zheng Li 023; Xinyue Shen 001; Yugeng Liu; Michael Backes 001; Yang Zhang 016 (CoRR, 2024)

JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs. - Junjie Chu 002; Yugeng Liu; Ziqing Yang 002; Xinyue Shen 001; Michael Backes 001; Yang Zhang 016 (ACL (1), 2025)

Watermarking LLM-Generated Datasets in Downstream Tasks. - Yugeng Liu; Tianshuo Cong; Michael Backes 001; Zheng Li 023; Yang Zhang 016 (CoRR, 2025)

Amplifying Machine Learning Attacks Through Strategic Compositions. - Yugeng Liu; Zheng Li 023; Hai Huang 014; Michael Backes 001; Yang Zhang 016 (CoRR, 2025)