User-Level Label Leakage from Gradients in Federated Learning

Aidmar Wainakh, Fabrizio Ventola, Till Müßig +6

Federated learning enables multiple users to build a joint model by sharing their model updates (gradients), while their raw data remains local on their devices. In contrast to the…