AutoReP: Automatic ReLU Replacement for Fast Private Network Inference

Hongwu Peng, Shaoyi Huang, Tong Zhou +11

The growth of the Machine-Learning-As-A-Service (MLaaS) market has highlighted clients' data privacy and security issues. Private inference (PI) techniques using cryptographic prim…