A Novel Privacy-Preserving Deep Learning Scheme without Using Cryptography Component

no code implementations • 21 Aug 2019 • Chin-Yu Sun, Allen C. -H. Wu, TingTing Hwang

In this paper, we propose a novel privacy-preserving deep learning model and a secure training/inference scheme to protect the input, the output, and the model in the application of the neural network.

Privacy Preserving Privacy Preserving Deep Learning