Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

NhatHai Phan, Xintao Wu, Han Hu +1

In this paper, we focus on developing a novel mechanism to preserve differential privacy in deep neural networks, such that: (1) The privacy budget consumption is totally independe…