Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data

Neural Information Processing Systems 

Because of the lack of expertise, to gain benefits from their data, average users have to upload their private data to cloud servers they may not trust. Due to legal or privacy constraints, most users are willing to contribute only their encrypted data, and lack interests or resources to join deep neural network (DNN) training in cloud.