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)

Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors. - Hao Fang 011; Jiawei Kong; Tianqu Zhuang; Yixiang Qiu; Kuofeng Gao; Bin Chen 011; Shu-Tao Xia; Yaowei Wang 001; Min Zhang 005 (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)