Tianqi Han

An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning

2019

Federated learning is a distributed learning method to train a shared model by aggregating the locally-computed gradient updates. In federated learning, bandwidth and privacy are two main concerns of gradient updates transmission. This paper proposes …