Secure Federated Learning Model Verification: A Client-side Backdoor Triggered Watermarking Scheme. - Xiyao Liu 001; Shuo Shao 002; Yue Yang 007; Kangming Wu; Wenyuan Yang; Hui Fang 003 (SMC, 2021)

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring. - Wenyuan Yang; Shuo Shao 002; Yue Yang 007; Xiyao Liu 001; Zhihua Xia; Gerald Schaefer; Hui Fang 003 (CoRR, 2022)

FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model. - Shuo Shao 002; Wenyuan Yang; Hanlin Gu; Jian Lou 001; Zhan Qin; Lixin Fan; Qiang Yang 001; Kui Ren 001 (CoRR, 2022)

PointNCBW: Towards Dataset Ownership Verification for Point Clouds via Negative Clean-label Backdoor Watermark. - Cheng Wei; Yang Wang; Kuofeng Gao; Shuo Shao 002; Yiming Li 004; Zhibo Wang 001; Zhan Qin (CoRR, 2024)

SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI. - Kui Ren 001; Ziqi Yang; Li Lu 008; Jian Liu 012; Yiming Li 004; Jie Wan; Xiaodi Zhao; Xianheng Feng; Shuo Shao 002 (CoRR, 2024)

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring. - Wenyuan Yang; Shuo Shao 002; Yue Yang 007; Xiyao Liu 001; Ximeng Liu; Zhihua Xia; Gerald Schaefer; Hui Fang 003 (ACM Trans. Intell. Syst. Technol., 2024)

REFINE: Inversion-Free Backdoor Defense via Model Reprogramming. - Yukun Chen 002; Shuo Shao 002; Enhao Huang; Yiming Li 004; Pin-Yu Chen; Zhan Qin; Kui Ren 001 (ICLR, 2025)

Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution. - Shuo Shao 002; Yiming Li 004; Hongwei Yao; Yiling He; Zhan Qin; Kui Ren 001 (NDSS, 2025)

FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model. - Shuo Shao 002; Wenyuan Yang; Hanlin Gu; Zhan Qin; Lixin Fan; Qiang Yang 001; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2025)

PointNCBW: Toward Dataset Ownership Verification for Point Clouds via Negative Clean-Label Backdoor Watermark. - Cheng Wei; Yang Wang; Kuofeng Gao; Shuo Shao 002; Yiming Li 004; Zhibo Wang 001; Zhan Qin (IEEE Trans. Inf. Forensics Secur., 2025)

FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint. - Shuo Shao 002; Haozhe Zhu; Hongwei Yao; Yiming Li 004; Tianwei Zhang 004; Zhan Qin; Kui Ren 001 (CoRR, 2025)

CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking. - Yiming Li 004; Kaiying Yan; Shuo Shao 002; Tongqing Zhai; Shu-Tao Xia; Zhan Qin; Dacheng Tao (CoRR, 2025)

SmartGuard: Leveraging Large Language Models for Network Attack Detection through Audit Log Analysis and Summarization. - Hao Zhang; Shuo Shao 002; Song Li 006; Zhenyu Zhong; Yan Liu 069; Zhan Qin; Kui Ren 001 (CoRR, 2025)

Rethinking Data Protection in the (Generative) Artificial Intelligence Era. - Yiming Li 004; Shuo Shao 002; Yu He; Junfeng Guo; Tianwei Zhang 004; Zhan Qin; Pin-Yu Chen; Michael Backes 001; Philip Torr 001; Dacheng Tao; Kui Ren 001 (CoRR, 2025)

DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective. - Shuo Shao 002; Yiming Li 004; Mengren Zheng; Zhiyang Hu; Yukun Chen 002; Boheng Li; Yu He; Junfeng Guo; Tianwei Zhang 004; Dacheng Tao; Zhan Qin (CoRR, 2025)

Quantifying Conversation Drift in MCP via Latent Polytope. - Haoran Shi; Hongwei Yao; Shuo Shao 002; Shaopeng Jiao; Ziqi Peng; Zhan Qin; Cong Wang 001 (CoRR, 2025)

Shadow in the Cache: Unveiling and Mitigating Privacy Risks of KV-cache in LLM Inference. - Zhifan Luo; Shuo Shao 002; Su Zhang; Lijing Zhou; Yuke Hu; Chenxu Zhao; Zhihao Liu; Zhan Qin (CoRR, 2025)

MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies. - Weiwei Qi; Shuo Shao 002; Wei Gu; Tianhang Zheng; Puning Zhao; Zhan Qin; Kui Ren 001 (CoRR, 2025)