Improving Adversarial Transferability of Visual-Language Pre-training Models through Collaborative Multimodal Interaction. - Jiyuan Fu; Zhaoyu Chen 001; Kaixun Jiang; Haijing Guo; Jiafeng Wang; Shuyong Gao; Wenqiang Zhang (CoRR, 2024)

PG-Attack: A Precision-Guided Adversarial Attack Framework Against Vision Foundation Models for Autonomous Driving. - Jiyuan Fu; Zhaoyu Chen 001; Kaixun Jiang; Haijing Guo; Shuyong Gao; Wenqiang Zhang (CoRR, 2024)

Boosting Adversarial Transferability with Spatial Adversarial Alignment. - Zhaoyu Chen 001; Haijing Guo; Kaixun Jiang; Jiyuan Fu; Xinyu Zhou 002; Dingkang Yang; Hao Tang 005; Bo Li 115; Wenqiang Zhang (CoRR, 2025)

VideoPure: Diffusion-based Adversarial Purification for Video Recognition. - Kaixun Jiang; Zhaoyu Chen 001; Jiyuan Fu; Lingyi Hong; Jinglun Li; Wenqiang Zhang (CoRR, 2025)

Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment. - Kaixun Jiang; Zhaoyu Chen 001; Haijing Guo; Jinglun Li; Jiyuan Fu; Pinxue Guo; Hao Tang 005; Bo Li 115; Wenqiang Zhang (CoRR, 2025)

LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops. - Jiyuan Fu; Kaixun Jiang; Lingyi Hong; Jinglun Li; Haijing Guo; Dingkang Yang; Zhaoyu Chen 001; Wenqiang Zhang (CoRR, 2025)