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

Chin-Yu Sun, Allen C. -H. Wu, TingTing Hwang

Recently, deep learning, which uses Deep Neural Networks (DNN), plays an important role in many fields. A secure neural network model with a secure training/inference scheme is ind…