PolyDNN: Polynomial Representation of NN for Communication-less SMPC Inference

Philip Derbeko, Shlomi Dolev

The structure and weights of Deep Neural Networks (DNN) typically encode and contain very valuable information about the dataset that was used to train the network. One way to prot…