Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions

Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez +3

Federated learning (FL) allows a server to learn a machine learning (ML) model across multiple decentralized clients that privately store their own training data. In contrast with…