Secure Federated Learning Model Verification: A Client-Side Backdoor Triggered Watermarking Scheme X Liu, S Shao, Y Yang, K Wu, W Yang, H Fang IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2414-2419, 2021 | 36 | 2021 |
FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model S Shao, W Yang, H Gu, Z Qin, L Fan, Q Yang, K Ren IEEE Transactions on Dependable and Secure Computing (TDSC), 2024 | 34 | 2024 |
Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring W Yang, S Shao, Y Yang, X Liu, X Liu, Z Xia, G Schaefer, H Fang ACM Transactions on Intelligent Systems and Technology (TIST) 15 (1), 1-25, 2023 | 24 | 2023 |
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution S Shao, Y Li, H Yao, Y He, Z Qin, K Ren Network and Distributed System Security Symposium (NDSS), 2025 | 11 | 2025 |
PointNCBW: Towards Dataset Ownership Verification for Point Clouds via Negative Clean-Label Backdoor Watermark C Wei, Y Wang, K Gao, S Shao, Y Li, Z Wang, Z Qin IEEE Transactions on Information Forensics and Security (TIFS), 2024 | 3 | 2024 |
FIT-Print: Towards False-claim-resistant Model Ownership Verification via Targeted Fingerprint S Shao, H Zhu, H Yao, Y Li, T Zhang, Z Qin, K Ren arXiv preprint arXiv:2501.15509, 2025 | | 2025 |
SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI K Ren, Z Yang, L Lu, J Liu, Y Li, J Wan, X Zhao, X Feng, S Shao arXiv preprint arXiv:2411.11478, 2024 | | 2024 |