Efficient Deep Learning on Multi-Source Private Data

Nick Hynes, Raymond Cheng, Dawn Song

Machine learning models benefit from large and diverse datasets. Using such datasets, however, often requires trusting a centralized data aggregator. For sensitive applications lik…