Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations

Sanghyun Hong, Fan Wu, Anthony Gruber +1

In this work, we study the feasibility of using neural ordinary differential equations (NODEs) to model systems with intrinsic privacy properties. Unlike conventional feedforward n…