Mitigating Leakage in Federated Learning with Trusted Hardware

Javad Ghareh Chamani, Dimitrios Papadopoulos

In federated learning, multiple parties collaborate in order to train a global model over their respective datasets. Even though cryptographic primitives (e.g., homomorphic encrypt…