A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks. - Yixiang Qiu; Hao Fang 011; Hongyao Yu; Bin Chen 011; Mei Kang Qiu; Shu-Tao Xia (ECCV (32), 2024)

Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses. - Hao Fang 011; Yixiang Qiu; Hongyao Yu; Wenbo Yu; Jiawei Kong; Baoli Chong; Bin Chen 011; Xuan Wang 002; Shu-Tao Xia (CoRR, 2024)

MIBench: A Comprehensive Benchmark for Model Inversion Attack and Defense. - Yixiang Qiu; Hongyao Yu; Hao Fang 011; Wenbo Yu; Bin Chen 011; Xuan Wang 002; Shu-Tao Xia; Ke Xu (CoRR, 2024)

CALoR: Towards Comprehensive Model Inversion Defense. - Hongyao Yu; Yixiang Qiu; Hao Fang 011; Bin Chen 011; Sijin Yu; Bin Wang 034; Shu-Tao Xia; Ke Xu (CoRR, 2024)

Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks. - Tianqu Zhuang; Hongyao Yu; Yixiang Qiu; Hao Fang 011; Bin Chen 011; Shu-Tao Xia (ICLR, 2025)

Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models. - Hao Fang 011; Xiaohang Sui; Hongyao Yu; Jiawei Kong; Sijin Yu; Bin Chen 011; Hao Wu; Shu-Tao Xia (CoRR, 2025)

GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion. - Jiaxin Hong; Sixu Chen; Shuoyang Sun; Hongyao Yu; Hao Fang; Yuqi Tan; Bin Chen; Shuhan Qi; Jiawei Li (CoRR, 2025)

ICAS: Detecting Training Data from Autoregressive Image Generative Models. - Hongyao Yu; Yixiang Qiu; Yiheng Yang; Hao Fang 011; Tianqu Zhuang; Jiaxin Hong; Bin Chen 011; Hao Wu; Shu-Tao Xia (CoRR, 2025)