Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform

Mathias Lecuyer, Riley Spahn, Kiran Vodrahalli +2

Companies increasingly expose machine learning (ML) models trained over sensitive user data to untrusted domains, such as end-user devices and wide-access model stores. We present…