LPDBN: A Privacy Preserving Scheme for Deep Belief Network

In recent years, the successful applications of deep learning technology bring serious privacy issues. Current countermeasures can achieve privacy protection by introducing differential privacy mechanisms to convolutional deep belief network, which will inevitably bring huge computational complexity in convolutional kernels. In this paper, we focus on designing a lightweight security privacy prote...