Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning

Virat Shejwalkar, Amir Houmansadr, Peter Kairouz +1

While recent works have indicated that federated learning (FL) may be vulnerable to poisoning attacks by compromised clients, their real impact on production FL systems is not full…