most citedSparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification

13 citations · 13 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2021★ 13 cited

SparseFed: Mitigating Model Poisoning Attacks in Federated Learning with Sparsification

Ashwinee Panda, Saeed Mahloujifar, Arjun N. Bhagoji +2

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