DeepShare: Sharing ReLU Across Channels and Layers for Efficient Private Inference

Yonathan Bornfeld, Shai Avidan

Private Inference (PI) uses cryptographic primitives to perform privacy preserving machine learning. In this setting, the owner of the network runs inference on the data of the cli…