Hao Peng

Trust-But-Verify: Poisoning-Resilient Locally Private Graph Learning Protocols

Built upon local differential privacy (LDP), locally private graph learning protocols have emerged as an important paradigm for decentralized graph learning, balancing privacy protection and learning utility. Under such protocols, each user locally perturbs their node features and adjacency information before transmiss...