[PDF] Universal adversarial examples in speech command classification





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Dompteur: Taming Audio Adversarial Examples

11 août 2021 audio samples online at github.com/rub-syssec/dompteur. 2 Technical Background. In the following we discuss the background necessary to.



Detecting Adversarial Image Examples in Deep Neural Networks

Index Terms—Adversarial example deep neural network



Robust Audio Adversarial Example for a Physical Attack

19 août 2019 done on audio adversarial examples against speech recog- ... 2Our full implementation is available at https://github.com/.





Effective and Inconspicuous Over-the-air Adversarial Examples with

ABSTRACT. While deep neural networks achieve state-of-the-art performance on many audio classification tasks they are known to be vulnerable to adversarial 



Advbox: a toolbox to generate adversarial examples that fool neural

26 août 2020 available at https://github.com/advboxes/AdvBox. ... misclassified samples were named as Adversarial Examples. ... raw audio.



Universal adversarial examples in speech command classification

13 févr. 2021 1https://github.com/vadel/AudioUniversalPerturbations ... However they were able to construct audio adversarial examples targeting only ...



Adversarial Machine Learning and Beyond

https://phibenz.github.io. Chaoning Zhang https://chaoningzhang.github.io [5] Audio Adversarial Examples: Targeted Attacks on Speech-to-Text; 2018.



Detecting Audio Adversarial Examples with Logit Noising

13 déc. 2021 automatic speech recognition system audio adversarial examples



Real world Audio Adversary against Wake-word Detection

audio adversary with a differentiable synthesizer. potentially be vulnerable to audio adversarial examples. In ... https://github.com/.

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