Gradient Leakage Defense in Federated Learning Using Gradient Perturbation-based Dynamic Clipping. - Changsong Yang; Sirui Hang; Yong Ding 005; Chunhai Li; Hai Liang; Zhen Liu 061 (ICWS, 2024)

Lightweight Decentralized Federated Learning Framework for Heterogeneous Edge Systems. - Changsong Yang; Jianran Wang; Yong Ding 005; Chunhai Li; Hai Liang; Zhen Liu 061 (ICWS, 2024)

A Lightweight Decentralized Federated Learning Framework for the Industrial Internet of Things. - Changsong Yang; Jianran Wang; Yueling Liu; Yong Ding 005; Zhen Liu 061; Shuo Wang (Ad Hoc Networks, 2025)

Differentially private adaptive noise for graph neural network in online social networks. - Changsong Yang; Tiantian Zhu; Yueling Liu; Yong Ding 005; Zhen Liu 061 (Comput. Networks, 2025)

A Lightweight and Accuracy-Lossless Privacy-Preserving Method in Federated Learning. - Zhen Liu 061; Changsong Yang; Yong Ding 005; Hai Liang; Yujue Wang (IEEE Internet Things J., 2025)

EMKPPA: Efficient multi-key privacy-preserving aggregation in federated learning. - Zhen Liu 061; Changsong Yang; Yong Ding 005; Yujue Wang; Huiyong Wang (Peer Peer Netw. Appl., 2025)