Adversarial attack and defense strategies for deep speaker recognition systems

Author:

Jati Arindam,Hsu Chin-Cheng,Pal Monisankha,Peri Raghuveer,AbdAlmageed Wael,Narayanan Shrikanth

Funder

U.S. Department of Defense

Publisher

Elsevier BV

Subject

Human-Computer Interaction,Theoretical Computer Science,Software

Reference45 articles.

1. Obfuscated gradients give a false sense of security: circumventing defenses to adversarial examples;Athalye,2018

2. Direct acoustics-to-word models for english conversational speech recognition;Audhkhasi,2017

3. Forensic speaker verification using formant features and gaussian mixture models;Becker,2008

4. Evasion attacks against machine learning at test time;Biggio,2013

5. Signal processing and machine learning for mental health research and clinical applications;Bone;IEEE Signal Process. Mag.,2017

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