Homomorphic Encryption-Based Privacy-Preserving Federated Learning in IoT-Enabled Healthcare System

In this work, the federated learning mechanism is introduced into the deep learning of medical models in Internet of Things (IoT)-based healthcare system. Cryptographic primitives, including masks and homomorphic encryption, are applied for further protecting local models, so as to prevent the adver... View More