Introducing Model Inversion Attacks on Automatic Speaker Recognition

Karla Pizzi, Franziska Boenisch, Ugur Sahin +1

Model inversion (MI) attacks allow to reconstruct average per-class representations of a machine learning (ML) model's training data. It has been shown that in scenarios where each…