Audio Adversarial example detection using Generative Adversarial Networks

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Oct 22, 2018 NIPS 2018 Workshop IRASL Blind Submission readers: everyone
  • Abstract: In this paper, we exploit the discriminator's knowledge of the data manifold to effectively detect audio adversarial examples which are generated for both white box and black box ASR systems. We then investigate ways to mitigate them.
  • Keywords: adversarial examples
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