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News/GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation
arxiv
PublishedNovember 2, 2026 at 5:00 AM

GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation

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arXiv:2610.42026v1 Announce Type: new Abstract: We present GhostPrefix, the first synchronization-free universal adversarial prefix attack against automatic speech recognition (ASR) systems. Unlike prior audio attacks, which are typically crafted per utterance, require synchronization with the victi

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