Audio Adversarial Examples: Targeted Attacks on Speech-to-Text …
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| Abstract: We construct targeted audio adversarial examples on automatic speech recognition. Given any audio waveform, we can produce … |
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| We construct targeted audio adversarial examples on automatic speech recognition. Given any audio waveform, we can produce another that is over 99.9% … |
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| Abstract—We construct targeted audio adversarial examples on automatic speech recognition. Given any audio waveform, we can produce another that is over … |
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| text … With our new attack, we are able to improve this and make an arbitrary waveform … |
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| Text” Nicholas Carlini and David Wagner … |
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| text targeted attack which can attack audio … |
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| text attack, and we consider the targeted attack for both cases. |
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| Text .pdf from MATH 580 at Purdue University. Your 598 ID: 4660 Audio Adversarial … |
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| called adversarial examples exploit the fact that ASR systems based … Therefore, a possible attack might target online shopping without the … |
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| box targeted attacks are included. |
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| First, we develop effectively imperceptible audio adversarial examples … To construct imperceptible adversarial examples for automatic speech recognition system, … The constructed robust adversarial examples can achieve over 60% attack … |
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| Adversarial Examples for Automatic Speech Recognition. Yao Qin 1 Nicholas Carlini … tively imperceptible audio adversarial examples. (verified through a human … line of work succeeded at generating targeted attacks in practice, even when … |
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| box attacks on personal assistants :). |
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| Recent studies have highlighted audio adversarial examples as a … Upon success, the adversarial example will be transcribed as the targeted phrase … of speech recognition and existing adversarial example attack on audio. |
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| box attacks: Carlini et al. propose an. Audio AE generation … The target ASR is the model targeted by the adversary (e.g., the speech recognition. |
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| but that they aren’t being attacked by adversarial input. |
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| Text By Nicholas Carlini and … |
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| potentially be vulnerable to audio adversarial examples. In this work, rather than directly attacking the general ASR models, we target our attack on the WW … |
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| … Our algorithm performs targeted attacks with 87% success … Adversarial Attacks on Audio: Adversarial examples refer to inputs that are maliciously crafted. |
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