SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning

Yansong Gao, Qun Li, Yifeng Zheng +3

Training high-performing deep learning models require a rich amount of data which is usually distributed among multiple data sources in practice. Simply centralizing these multi-so…