Yixiang Qiu

According to our database, Yixiang Qiu authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts.

Chenxi Qing, Junxi Wu, Zheng Liu, Yixiang Qiu, Hongyao Yu, Bin Chen, Hao Wu, Shu-Tao Xia

CoRR, April, 2026

Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering.

Hongyao Yu, Yixiang Qiu, Hao Fang, Tianqu Zhuang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

2025

Revisiting the Privacy Risks of Split Inference: A GAN-Based Data Reconstruction Attack via Progressive Feature Optimization.

Yixiang Qiu, Yanhan Liu, Hongyao Yu, Hao Fang, Bin Chen, Shu-Tao Xia, Ke Xu

CoRR, August, 2025

Secure and Scalable Face Retrieval via Cancelable Product Quantization.

Haomiao Tang, Wenjie Li, Yixiang Qiu, Genping Wang, Shu-Tao Xia

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

ICAS: Detecting Training Data from Autoregressive Image Generative Models.

Hongyao Yu, Yixiang Qiu, Yiheng Yang, Hao Fang, Tianqu Zhuang, Jiaxin Hong, Bin Chen, Hao Wu, Shu-Tao Xia

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Stealthy Shield Defense: A Conditional Mutual Information-Based Approach against Black-Box Model Inversion Attacks.

Tianqu Zhuang, Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Shu-Tao Xia

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors.

Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

CALoR: Towards Comprehensive Model Inversion Defense.

Hongyao Yu, Yixiang Qiu, Hao Fang, Bin Chen, Sijin Yu, Bin Wang, Shu-Tao Xia, Ke Xu

CoRR, 2024

MIBench: A Comprehensive Benchmark for Model Inversion Attack and Defense.

Yixiang Qiu, Hongyao Yu, Hao Fang, Wenbo Yu, Bin Chen, Xuan Wang, Shu-Tao Xia, Ke Xu

CoRR, 2024

Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses.

Hao Fang, Yixiang Qiu, Hongyao Yu, Wenbo Yu, Jiawei Kong, Baoli Chong, Bin Chen, Xuan Wang, Shu-Tao Xia

CoRR, 2024

A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks.

Yixiang Qiu, Hao Fang, Hongyao Yu, Bin Chen, Mei Kang Qiu, Shu-Tao Xia

Proceedings of the Computer Vision - ECCV 2024, 2024