Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework

Jikun Chen, Feng Qiang, Na Ruan

The performance of deep learning models highly depends on the amount of training data. It is common practice for today's data holders to merge their datasets and train models colla…