Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning

Derian Boer, Stefan Kramer

Deep learning (DL) approaches are achieving extraordinary results in a wide range of domains, but often require a massive collection of private data. Hence, methods for training ne…