How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution

Jinbo Wang, Ruijin Wang, Fengli Zhang

Federated learning (FL) is vulnerable to model poisoning attacks due to its distributed nature. The current defenses start from all user gradients (model updates) in each communica…