Boosting Accuracy of Differentially Private Federated Learning in Industrial IoT With Sparse Responses. - Laizhong Cui; Jiating Ma; Yipeng Zhou; Shui Yu 001 (IEEE Trans. Ind. Informatics, 2023)

The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy. - Jiating Ma; Yipeng Zhou; Qi Li 002; Quan Z. Sheng; Laizhong Cui; Jiangchuan Liu (CoRR, 2024)

An Optimized Sparse Response Mechanism for Differentially Private Federated Learning. - Jiating Ma; Yipeng Zhou; Laizhong Cui; Song Guo 001 (IEEE Trans. Dependable Secur. Comput., 2024)