MExMI: Pool-based Active Model Extraction Crossover Membership Inference. - Yaxin Xiao; Qingqing Ye 001; Haibo Hu 001; Huadi Zheng; Chengfang Fang; Jie Shi (NeurIPS, 2022)

Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models. - Zi Liang; Haibo Hu 001; Qingqing Ye 001; Yaxin Xiao; Haoyang Li (CoRR, 2024)

Alignment-Aware Model Extraction Attacks on Large Language Models. - Zi Liang; Qingqing Ye 001; Yanyun Wang 003; Sen Zhang 002; Yaxin Xiao; Ronghua Li; Jianliang Xu; Haibo Hu 001 (CoRR, 2024)

DeepMark: A Scalable and Robust Framework for DeepFake Video Detection. - Li Tang; Qingqing Ye 001; Haibo Hu 001; Qiao Xue; Yaxin Xiao; Jin Li 002 (ACM Trans. Priv. Secur., 2024)

A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks. - Haoyang Li; Li Bai 004; Qingqing Ye 001; Haibo Hu 001; Yaxin Xiao; Huadi Zheng; Jianliang Xu (AAAI, 2025)

Exploring Intrinsic Alignments Within Text Corpus. - Zi Liang; Pinghui Wang; Ruofei Zhang; Haibo Hu 001; Shuo Zhang; Qingqing Ye 001; Nuo Xu; Yaxin Xiao; Chen Zhang; Lizhen Cui (AAAI, 2025)

"Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation. - Zi Liang; Qingqing Ye 001; Yanyun Wang 003; Sen Zhang 002; Yaxin Xiao; Ronghua Li; Jianliang Xu; Haibo Hu 001 (ACL (1), 2025)

Dual Utilization of Perturbation for Stream Data Publication Under Local Differential Privacy. - Rong Du; Qingqing Ye 001; Yaxin Xiao; Liantong Yu; Yue Fu; Haibo Hu 001 (ICDE, 2025)

Enhancing RODNet detection in complex road environments based on ESM and ISM methods. - Yu Guo; Yaxin Xiao; Yan Zhou; Yanyan Li; Siyu Yang; Chuangrui Meng (Digit. Signal Process., 2025)

Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? - Zi Liang; Haibo Hu 001; Qingqing Ye 001; Yaxin Xiao; Ronghua Li (CoRR, 2025)

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy. - Yaxin Xiao; Qingqing Ye 001; Li Hu; Huadi Zheng; Haibo Hu 001; Zi Liang; Haoyang Li; Yijie Jiao (CoRR, 2025)