Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction

1 code implementation • 25 Sep 2019 • Lucien K.L. Ng, Sherman S.M. Chow, Anna P.Y. Woo, Donald P. H. Wong, Yongjun Zhao

Before we saw worldwide collaborative efforts in training machine-learning models or widespread deployments of prediction-as-a-service, we need to devise an efficient privacy-preserving mechanism which guarantees the privacy of all stakeholders (data contributors, model owner, and queriers).

Privacy Preserving Quantization