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AudioFool: Fast, Universal and synchronization-free Cross-Domain Attack on Speech Recognition. (arXiv:2309.11462v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
Automatic Speech Recognition systems have been shown to be vulnerable to
adversarial attacks that manipulate the command executed on the device. Recent
research has focused on exploring methods to create such attacks, however, some
issues relating to Over-The-Air (OTA) attacks have not been properly addressed.
In our work, we examine the needed properties of robust attacks compatible with
the OTA model, and we design a method of generating attacks with arbitrary such
desired properties, namely the invariance to synchronization, and …
adversarial adversarial attacks air attack attacks automatic command device domain fast free ota recognition research speech speech recognition synchronization systems vulnerable work