BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference

Peichen Xie, Bingzhe Wu, Guangyu Sun

Recently, deep learning as a service (DLaaS) has emerged as a promising way to facilitate the employment of deep neural networks (DNNs) for various purposes. However, using DLaaS a…