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

no code implementations • 3 Jun 2019 • Peichen Xie, Bingzhe Wu, Guangyu Sun

Specifically, we use homomorphic encryption to protect a client's raw data and use Bayesian neural networks to protect the DNN weights in a cloud server.

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