SafeNet: The Unreasonable Effectiveness of Ensembles in Private Collaborative Learning

Harsh Chaudhari, Matthew Jagielski, Alina Oprea

Secure multiparty computation (MPC) has been proposed to allow multiple mutually distrustful data owners to jointly train machine learning (ML) models on their combined data. Howev…