Liu, Xiaogeng

9 publications

ICLR 2025 AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs Xiaogeng Liu, Peiran Li, G. Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao

ICLR 2025 Can Watermarks Be Used to Detect LLM IP Infringement for Free? Zhengyue Zhao, Xiaogeng Liu, Somesh Jha, Patrick McDaniel, Bo Li, Chaowei Xiao

NeurIPS 2025 DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents Hao Li, Xiaogeng Liu, CHIU Hung Chun, Dianqi Li, Ning Zhang, Chaowei Xiao

ICML 2025 MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Yaolun Zhang, Xiaogeng Liu, Chaowei Xiao

ICLR 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-Image Understanding Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

ECCV 2024 AdaShield: Safeguarding Multimodal Large Language Models from Structure-Based Attack via Adaptive Shield Prompting Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao

ICLR 2024 AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao

CVPR 2023 Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency Xiaogeng Liu, Minghui Li, Haoyu Wang, Shengshan Hu, Dengpan Ye, Hai Jin, Libing Wu, Chaowei Xiao

CVPR 2022 Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-Robust Makeup Transfer Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang, Hai Jin, Libing Wu