Covert Attacks on Machine Learning Training in Passively Secure MPC

Matthew Jagielski, Daniel Escudero, Rahul Rachuri +1

Secure multiparty computation (MPC) allows data owners to train machine learning models on combined data while keeping the underlying training data private. The MPC threat model ei…