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audio language models 1benchmarking 1jailbreak attacks 1prosody manipulation 1safety evaluation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.SD2026

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis

Jiachen Qian, Junyu Li

The paper investigates how variations in speech prosody, while keeping the transcript unchanged, can cause jailbreaks in audio-capable language models, introducing a new evaluation…