SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification

1 code implementation • 12 Dec 2021 • Ashwinee Panda, Saeed Mahloujifar, Arjun N. Bhagoji, Supriyo Chakraborty, Prateek Mittal

Federated learning is inherently vulnerable to model poisoning attacks because its decentralized nature allows attackers to participate with compromised devices.

Federated Learning Model Poisoning