Towards Robust Personalized Federated Learning: Vulnerability Assessment and Defense Co-Design

Mingyuan Fan, Cen Chen

The proliferation of IoT devices has fueled distributed edge systems to collect vast amounts of sensitive data, creating fertile ground for on-device machine learning applications.…