Adversarial Attacks against Neural Networks in Audio Domain: Exploiting Principal Components

Ken Alparslan, Yigit Alparslan, Matthew Burlick

Adversarial attacks are inputs that are similar to original inputs but altered on purpose. Speech-to-text neural networks that are widely used today are prone to misclassify advers…