A Privacy-Preserving Federated Learning Method for Heterogeneous Clients.

arXiv:2511.06064v2 Announce Type: replace-cross Abstract: Federated Learning (FL) with Differential Privacy (DP) can ensure the protection of healthcare data privacy against malicious user attacks. However, FL with the DP method faces an inherent trade-off: st