Pengtao Xie, Misha Bilenko, Tom Finley, Ran Gilad-Bachrach, Kristin Lauter...
TL;DR采用神经网络算法和全同态加密技术的云端安全预测服务,保护用户隐私信息且实现高准确性。
Abstract
The problem we address is the following: how can a user employ a predictive
model that is held by a third party, without compromising private information.
For example, a hospital may wish to use a cloud service to predict the
readmission risk of a patient. However, due to regulations, the patient's
medical files cannot be revealed. The goal is to make an inf