Publications

2027

Can We Trust LLM Security Research? A Reproducibility Study of Large Language Model Security Papers in Tier-1 Security Conferences

Zeyuan Chen, Ye Leng, Chi Cui, Mengfei Liang, Bo Shao, Xinyu Zhang, Yun Shen, Michael Backes, Xinyue Shen, Yang Zhang

IEEE Symposium on Security and Privacy (S&P), 2027

CCF A CORE A*

Webpage Paper Code

2026

PersonaHate: A Scalable Persona-Based Data Synthesis Pipeline for Hate Speech Analysis

Xinyu Zhang, Ziqing Yang, Michael Backes, Yang Zhang

ACM Conference on Computer and Communications Security (CCS), 2026

CCF A CORE A*

Webpage Paper Code
GEO-Detective: Unveiling Location Privacy Risks in Images with LLM Agents

Xinyu Zhang, Yixin Wu, Boyang Zhang, Chenhao Lin, Chao Shen, Michael Backes, Yang Zhang

European Conference on Computer Vision (ECCV), 2026

CCF B CORE A*

Webpage Paper Code