Hush! Protecting Secrets During Model Training: An Indistinguishability Approach

Arun Ganesh, Brendan McMahan, Milad Nasr +2

We consider the problem of secret protection, in which a business or organization wishes to train a model on their own data, while attempting to not leak secrets potentially contai…