Local and Central Differential Privacy for Robustness and Privacy in Federated Learning

Mohammad Naseri, Jamie Hayes, Emiliano De Cristofaro

Federated Learning (FL) allows multiple participants to train machine learning models collaboratively by keeping their datasets local while only exchanging model updates. Alas, thi…