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News/GRM: Utility-Aware Jailbreak Attacks on Audio LLMs via Gradient-Ratio Masking
arxiv
PublishedApril 13, 2026 at 4:00 AM
—neutral

GRM: Utility-Aware Jailbreak Attacks on Audio LLMs via Gradient-Ratio Masking

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arxiv.orgfull article ↗
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Publisher summary· verbatim

arXiv:2604.09222v1 Announce Type: cross Abstract: Audio large language models (ALLMs) enable rich speech-text interaction, but they also introduce jailbreak vulnerabilities in the audio modality. Existing audio jailbreak methods mainly optimize jailbreak success while overlooking utility preservatio

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Source
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arxiv
Read original ↗All from arxiv →
Tags
04
#audio#jailbreak#vulnerability#utility

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