Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone

Aghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu +1

Federated Learning (FL) opens new perspectives for training machine learning models while keeping personal data on the users premises. Specifically, in FL, models are trained on th…