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[PDF] Generating Robust Audio Adversarial Examples with - IJCAI

Audio adversarial examples, imperceptible to hu- mans, have been constructed to attack automatic speech recognition (ASR) systems However, the adversarial  



[PDF] Poster: SirenAttack: Generating Adversarial Audio for End-to - NDSS

Poster: SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems Tianyu Du∗, Shouling Ji∗†, Jinfeng Li∗, Qinchen Gu‡, Ting Wang§ and 



[PDF] Defending Against Imperceptible Audio Adversarial Examples Using

Due to the relative novelty of these audio adversarial examples, there exist few robust defenses for these attacks We present a robust defense for inaudible or 



[PDF] ROBUSTNESS OF ADVERSARIAL ATTACKS IN SOUND - CORE

Index Terms— adversarial attacks, deep learning, robust clas- sifiers, sound event classification 1 INTRODUCTION Adversarial attacks are algorithms that add 

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