Hongyao Yu

12 papers A* 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 — conf
Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering.
KDD (1)
Hongyao Yu, Yixiang Qiu, Hao Fang, Tianqu Zhuang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu
2025 J jnl
GaussTrap: Stealthy Poisoning Attacks on 3D Gaussian Splatting for Targeted Scene Confusion.
CoRR
Jiaxin Hong, Sixu Chen, Shuoyang Sun, Hongyao Yu, Hao Fang, Yuqi Tan, Bin Chen, Shuhan Qi, Jiawei Li
2025 A* conf
ICAS: Detecting Training Data from Autoregressive Image Generative Models.
ACM Multimedia
Hongyao Yu, Yixiang Qiu, Yiheng Yang, Hao Fang, Tianqu Zhuang, Jiaxin Hong, Bin Chen, Hao Wu, Shu-Tao Xia
2025 J jnl
ICAS: Detecting Training Data from Autoregressive Image Generative Models.
CoRR
Hongyao Yu, Yixiang Qiu, Yiheng Yang, Hao Fang, Tianqu Zhuang, Jiaxin Hong, Bin Chen, Hao Wu, Shu-Tao Xia
2025 J jnl
Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models.
CoRR
Hao Fang, Xiaohang Sui, Hongyao Yu, Jiawei Kong, Sijin Yu, Bin Chen, Hao Wu, Shu-Tao Xia
2025 J jnl
Revisiting the Privacy Risks of Split Inference: A GAN-Based Data Reconstruction Attack via Progressive Feature Optimization.
CoRR
Yixiang Qiu, Yanhan Liu, Hongyao Yu, Hao Fang, Bin Chen, Shu-Tao Xia, Ke Xu
2025 A* conf
Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks.
ICLR
Tianqu Zhuang, Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Shu-Tao Xia
2024 — conf
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks.
ECCV (32)
Yixiang Qiu, Hao Fang, Hongyao Yu, Bin Chen, Mei Kang Qiu, Shu-Tao Xia
2024 J jnl
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks.
CoRR
Yixiang Qiu, Hao Fang, Hongyao Yu, Bin Chen, Meikang Qiu, Shu-Tao Xia
2024 J jnl
CALoR: Towards Comprehensive Model Inversion Defense.
CoRR
Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu
2024 J jnl
MIBench: A Comprehensive Benchmark for Model Inversion Attack and Defense.
CoRR
Yixiang Qiu, Hongyao Yu, Hao Fang, Wenbo Yu, Bin Chen, Xuan Wang, Shu-Tao Xia, Ke Xu
2024 J jnl
Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses.
CoRR
Hao Fang, Yixiang Qiu, Hongyao Yu, Wenbo Yu, Jiawei Kong, Baoli Chong, Bin Chen, Xuan Wang, Shu-Tao Xia