Fed-FBD: Federated Functional Block Diversification for Isolation, Privacy, and Surgical Unlearning

Weijie Chen, Alan B. McMillan

Federated learning (FL) enables collaborative model training without sharing raw patient data, but standard approaches such as FedAvg treat each client as a black box and provide n…