Tabula: Efficiently Computing Nonlinear Activation Functions for Secure Neural Network Inference

Maximilian Lam, Michael Mitzenmacher, Vijay Janapa Reddi +2

Multiparty computation approaches to secure neural network inference commonly rely on garbled circuits for securely executing nonlinear activation functions. However, garbled circu…