Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference

Qiao Zhang, Tao Xiang, Chunsheng Xin +2

While it is encouraging to witness the recent development in privacy-preserving Machine Learning as a Service (MLaaS), there still exists a significant performance gap for its depl…