Audio Attacks and Defenses against AED Systems -- A Practical Study

Rodrigo dos Santos, Shirin Nilizadeh

In this paper, we evaluate deep learning-enabled AED systems against evasion attacks based on adversarial examples. We test the robustness of multiple security critical AED tasks,…