Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering

Xingyu Lyu, Ning Wang, Yang Xiao +4

Federated Learning (FL) is a popular paradigm enabling clients to jointly train a global model without sharing raw data. However, FL is known to be vulnerable towards backdoor atta…