Research Compliance

GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation

Oct 30, 2026 Source ↗

Key Insights

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 p.

Cite this synthesis DOI: 10.48550/arXiv.2610.42026 ↗

Show formatted citation

@misc{ acaciacompliance-research-ghostprefix-synchronization-free-universal-prefix-attacks-fo,
  title = { GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation },
  author = { Leszek },
  year = { 2026 },
  doi = { 10.48550/arXiv.2610.42026 },
  url = { http://arxiv.org/abs/2610.42026v1 },
  note = {Summarized and classified by AcaciaFund}
}

TY  - GEN
TI  - GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation
AU  - Leszek
PY  - 2026
DO  - 10.48550/arXiv.2610.42026
UR  - http://arxiv.org/abs/2610.42026v1
ER  -

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Overview

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 p

Key Topics

Trade Finance Crime: A theme covered by this item within the AML and compliance context.

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This item adds to the AML and compliance knowledge base. Practitioners can use it to stay current on GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation, but should validate its claims against primary sources and more recent work before relying on it in production decisions.

Key Takeaways

Understand how GhostPrefix: Synchronization-Free Universal Prefix Attacks for ASR Manipulation relates to AML and compliance workflows and controls.
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Article Metadata

Evergreen Synthesized

trade-finance-crime aml

SQI 0.750