Hear No Evil: Detecting Gradient Leakage by Malicious Servers in Federated Learning.

arXiv:2506.20651v1 Announce Type: cross Abstract: Recent work has shown that gradient updates in federated learning (FL) can unintentionally reveal sensitive information about a client's local data. This risk becomes significantly greater when a malicious serv