Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features

Francisco Teixeira, Karla Pizzi, Raphael Olivier +3

Membership Inference (MI) poses a substantial privacy threat to the training data of Automatic Speech Recognition (ASR) systems, while also offering an opportunity to audit these m…