Self-Supervised Adversarial Example Detection by Disentangled Representation. - Zhaoxi Zhang 001; Leo Yu Zhang; Xufei Zheng; Shengshan Hu; Jinyu Tian 001; Jiantao Zhou 001 (CoRR, 2021)

Self-Supervised Adversarial Example Detection by Disentangled Representation. - Zhaoxi Zhang 001; Leo Yu Zhang; Xufei Zheng; Jinyu Tian 001; Jiantao Zhou 001 (TrustCom, 2022)

Evaluating Membership Inference Through Adversarial Robustness. - Zhaoxi Zhang 001; Leo Yu Zhang; Xufei Zheng; Bilal Hussain Abbasi; Shengshan Hu (Comput. J., 2022)

Masked Language Model Based Textual Adversarial Example Detection. - Xiaomei Zhang 001; Zhaoxi Zhang 001; Qi Zhong; Xufei Zheng; Yanjun Zhang; Shengshan Hu; Leo Yu Zhang (AsiaCCS, 2023)

Stealing Watermarks of Large Language Models via Mixed Integer Programming. - Zhaoxi Zhang 001; Xiaomei Zhang 001; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shengshan Hu; Asif Gill; Shirui Pan (ACSAC, 2024)

Large Language Model Watermark Stealing With Mixed Integer Programming. - Zhaoxi Zhang 001; Xiaomei Zhang 001; Yanjun Zhang; Leo Yu Zhang; Chao Chen 015; Shengshan Hu; Asif Gill; Shirui Pan (CoRR, 2024)

When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning. - Ruining Sun; Hongsheng Hu; Wei Luo 001; Zhaoxi Zhang 001; Yanjun Zhang; Haizhuan Yuan; Leo Yu Zhang (AsiaCCS, 2025)

Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning. - Zirui Gong; Yanjun Zhang; Leo Yu Zhang; Zhaoxi Zhang 001; Yong Xiang 001; Shirui Pan (SP, 2025)

Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks. - Xiaomei Zhang 001; Zhaoxi Zhang 001; Yanjun Zhang; Xufei Zheng; Leo Yu Zhang; Shengshan Hu; Shirui Pan (CoRR, 2025)

Character-Level Perturbations Disrupt LLM Watermarks. - Zhaoxi Zhang 001; Xiaomei Zhang 001; Yanjun Zhang; He Zhang 012; Shirui Pan; Bo Liu 001; Asif Gill; Leo Yu Zhang (NDSS, 2026)

Less Is More - Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models. - Xiaomei Zhang 001; Zhaoxi Zhang 001; Leo Yu Zhang; Yanjun Zhang; Guanhong Tao 001; Shirui Pan (CoRR, 2026)