Robust Decentralized Personalized Federated Learning via Prediction-Constrained Neighborhood Collaboration

Xiao Ma, Hong Shen, Hui Tian +2

This paper proposes a robust decentralized personalized federated learning method R-DPFL, that enables clients to reduce the impact of Byzantine attacks via robust neighborhood dir…