How to Sift Out a Clean Data Subset in the Presence of Data Poisoning? - Yi Zeng 005; Minzhou Pan; Himanshu Jahagirdar; Ming Jin 002; Lingjuan Lyu; Ruoxi Jia 001 (CoRR, 2022)

Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information. - Yi Zeng 005; Minzhou Pan; Hoang Anh Just; Lingjuan Lyu; Meikang Qiu; Ruoxi Jia 001 (CCS, 2023)

ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms. - Minzhou Pan; Yi Zeng 005; Lingjuan Lyu; Xue Lin 001; Ruoxi Jia 001 (USENIX Security Symposium, 2023)

Meta-Sift: How to Sift Out a Clean Subset in the Presence of Data Poisoning? - Yi Zeng 005; Minzhou Pan; Himanshu Jahagirdar; Ming Jin 002; Lingjuan Lyu; Ruoxi Jia 001 (USENIX Security Symposium, 2023)

Finding Needles in a Haystack: A Black-Box Approach to Invisible Watermark Detection. - Minzhou Pan; Zhenting Wang; Xin Dong 009; Vikash Sehwag; Lingjuan Lyu; Xue Lin 001 (ECCV (33), 2024)

JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits. - Minzhou Pan; Yi Zeng 005; Xue Lin 001; Ning Yu; Cho-Jui Hsieh; Peter Henderson 002; Ruoxi Jia 001 (CoRR, 2024)

Evaluating and Mitigating IP Infringement in Visual Generative AI. - Zhenting Wang; Chen Chen 043; Vikash Sehwag; Minzhou Pan; Lingjuan Lyu (CoRR, 2024)

AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies. - Yi Zeng 005; Kevin Klyman; Andy Zhou; Yu Yang 011; Minzhou Pan; Ruoxi Jia 001; Dawn Song; Percy Liang; Bo Li 026 (CoRR, 2024)

AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies. - Yi Zeng 005; Yu Yang 011; Andy Zhou; Jeffrey Ziwei Tan; Yuheng Tu; Yifan Mai 001; Kevin Klyman; Minzhou Pan; Ruoxi Jia 001; Dawn Song; Percy Liang; Bo Li 026 (CoRR, 2024)

Open-Source Acceleration of Stable-Diffusion.cpp. - Jingxu Ng; Cheng Lv; Pu Zhao 001; Wei Niu 002; Juyi Lin; Minzhou Pan; Yun Liang 001; Yanzhi Wang (CoRR, 2024)

AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories. - Yi Zeng 005; Yu Yang 011; Andy Zhou; Jeffrey Ziwei Tan; Yuheng Tu; Yifan Mai 001; Kevin Klyman; Minzhou Pan; Ruoxi Jia 001; Dawn Song; Percy Liang; Bo Li 026 (ICLR, 2025)

SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations. - Zhaorun Chen; Francesco Pinto; Minzhou Pan; Bo Li 026 (ICLR, 2025)

GuardSet-X: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset. - Mintong Kang; Zhaorun Chen; Chejian Xu; Jiawei Zhang 002; Chengquan Guo; Minzhou Pan; Ivan Revilla; Yu Sun; Bo Li 026 (CoRR, 2025)