Federated Learning: An approach with Hybrid Homomorphic Encryption

Pedro Correia, Ivan Silva, Ivone Amorim +2

Federated Learning (FL) is a distributed machine learning approach that promises privacy by keeping the data on the device. However, gradient reconstruction and membership-inferenc…