Audio Adversarial example detection using Generative Adversarial Networks

Anonymous

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