2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
ICCV 2023poster
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 primitives offer a solution but often have high computation and communication costs, particularly with non-linear operators…