Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services

Jinyu Tian, Jiantao Zhou, Jia Duan

Model protection is vital when deploying Convolutional Neural Networks (CNNs) for commercial services, due to the massive costs of training them. In this work, we propose a selecti…