Privacy Risks of Federated Knowledge Graph Embedding: New Membership Inference Attacks and Personalized Differential Privacy Defense

Yuke Hu, Yang Wang, Jian Lou 0001, Wei Liang, Ruofan Wu, Weiqiang Wang, Xiaochen Li, Jinfei Liu, Zhan Qin. Privacy Risks of Federated Knowledge Graph Embedding: New Membership Inference Attacks and Personalized Differential Privacy Defense. IEEE Trans. Dependable Sec. Comput., 22(3):2788-2805, May - June 2025. [doi]

Abstract

Abstract is missing.