Backpropagation Clipping for Deep Learning with Differential Privacy

Timothy Stevens, Ivoline C. Ngong, David Darais +3

We present backpropagation clipping, a novel variant of differentially private stochastic gradient descent (DP-SGD) for privacy-preserving deep learning. Our approach clips each tr…