HADES: Privacy-Preserving Federated Learning via Selective Feature Encryption and Hybrid Model Fusion

Ergün Batuhan Kaynak, Kerem Bayramoglu, Sinem Sav

In this paper, we address the challenge of privacy-preserving training in federated learning (FL) by introducing a novel framework that selectively encrypts only the most privacy-s…