Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation

no code implementations • 24 Jan 2021 • Ranwa Al Mallah, David Lopez, Godwin Badu Marfo, Bilal Farooq

We propose attestedFL, a defense mechanism that monitors the training of individual nodes through state persistence in order to detect a malicious worker.

Federated Learning Model Poisoning