Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning

Simon Queyrut, Yérom-David Bromberg, Valerio Schiavoni

The main premise of federated learning is that machine learning model updates are computed locally, in particular to preserve user data privacy, as those never leave the perimeter…