Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications

Riccardo Taiello, Sergen Cansiz, Marc Vesin +4

Deploying federated learning (FL) in real-world scenarios, particularly in healthcare, poses challenges in communication and security. In particular, with respect to the federated…