Deep learning requires a large amount of data in training. In many cases, we cannot get enough data we needed to train a deep learning model. Data are distributed in many owners. Due to privacy considerations, we cannot gather these data directly. A proper method for data sharing without privacy leakage is needed.
This is a project cooperating with 360.