An Equivalence Between Data Poisoning and Byzantine Gradient Attacks

1 code implementation • 17 Feb 2022 • Sadegh Farhadkhani, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud

More specifically, we prove that every gradient attack can be reduced to data poisoning, in any personalized federated learning system with PAC guarantees (which we show are both desirable and realistic).

Data Poisoning Personalized Federated Learning