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cs.SD2023
An Integrated Algorithm for Robust and Imperceptible Audio Adversarial Examples
Armin Ettenhofer, Jan-Philipp Schulze, Karla Pizzi
Audio adversarial examples are audio files that have been manipulated to fool an automatic speech recognition (ASR) system, while still sounding benign to a human listener. Most me…
cs.SD2023★ 8 cited
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…