Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks

Aline R. Ioste, Alan M. Durham, Marcelo Finger

We introduce CoLN, Combined Learning of Neural network weights, a novel method to securely combine Machine Learning models over sensitive data with no sharing of data. With CoLN, l…