Yani Xie

Crowd-ML: A library for privacy-preserving machine learning on smart devices

When user-generated data such as audio and video signals are used to train machine learning algorithms, users' privacy must be considered before the learned model is released. In this work, we present an open-source library for privacy-preserving machine learning framework on smart devices. The libr…