Yixiang Qiu

14 papers A* 3Journal 8Unranked 3
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 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
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 — conf
Secure and Scalable Face Retrieval via Cancelable Product Quantization.
PRCV (6)
Haomiao Tang, Wenjie Li, Yixiang Qiu, Genping Wang, Shu-Tao Xia
2025 J jnl
Secure and Scalable Face Retrieval via Cancelable Product Quantization.
CoRR
Haomiao Tang, Wenjie Li, Yixiang Qiu, Genping Wang, Shu-Tao Xia
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
2025 A* conf
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors.
EMNLP
Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
2025 J jnl
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors.
CoRR
Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
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