Paper Citation Record · LEDGER

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

As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.26541.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.26541 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:28:56.848422Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact4
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 32f77327-798a-4b99-a6d8-b51c376b953d · outbound

This paper cites Universal Adversarial Audio Perturbations.

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

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.654008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c35e2de-2b59-49af-9ab5-9433d1f2a268 · outbound

This paper cites an unresolved cited work.

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

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.820759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 945f4c7c-ea4c-4220-a40a-afce2edf39fa · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Refusal in Language Models Is Mediated by a Single Direction

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.665907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d217a0-0f7b-424f-9359-24477e26bf81 · outbound

This paper cites Chang, Sungbok Lee, and Shrikanth S.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Chang, Sungbok Lee, and Shrikanth S

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.671962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ec4225-6db6-4c9b-9258-0b46af79f927 · outbound

This paper cites Audio Adversarial Examples: Targeted Attacks on Speech-to-Text.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Audio Adversarial Examples: Targeted Attacks on Speech-to-Text

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.677396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d850342-5046-48f4-aa2b-a50e40104bd8 · outbound

This paper cites an unresolved cited work.

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

Reference 6

Resolution: malformed identifier; no resolver link, observed 2026-08-15T15:28:56.682931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 530a2b44-d184-46f8-a688-94df1544ddde · outbound

This paper cites an unresolved cited work.

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

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.805244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 98dc4d80-f587-4ae0-ac53-8ed2665173d9 · outbound

This paper cites an unresolved cited work.

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

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.693727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8faaed4-322d-4c8e-a88d-25229b918555 · outbound

This paper cites ProsAudit, a prosodic benchmark for self-supervised speech models.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis ProsAudit, a prosodic benchmark for self-supervised speech models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.703985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 944e129b-e9be-4c6a-b021-3f36a5dda97d · outbound

This paper cites Kamel, and Fakhri Karray.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Kamel, and Fakhri Karray

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.709477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a38440-86fa-4ad7-9b80-254bdea3e3a3 · outbound

This paper cites Scherer, Björn W.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Scherer, Björn W

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.714211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da33345-e055-418b-a0d8-0b025587a2f7 · outbound

This paper cites an unresolved cited work.

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

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.719627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 724e27b8-39ce-4bb2-bf9b-d28682c2b6e8 · outbound

This paper cites Best-of-N Jailbreaking.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Best-of-N Jailbreaking

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.724552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a85e4846-7c96-4537-9674-6653f96c764f · outbound

This paper cites an unresolved cited work.

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

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.778244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79959f4e-a5f7-489e-bec2-8a82dca69864 · outbound

This paper cites AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.735161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 171ea27a-7edc-4684-9ede-df44b1e7fcb0 · outbound

This paper cites an unresolved cited work.

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

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.762860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 49805e8d-d555-41fa-bf58-83d0557ce4d7 · outbound

This paper cites an unresolved cited work.

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

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.748090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9a153a-e983-4573-8fe5-cc1f0d41b09a · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.753521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869e0b11-8cd9-4f77-83f0-fb68c737c738 · outbound

This paper cites an unresolved cited work.

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

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.747170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 917f58a4-9ef1-4202-a9e6-f1b9b22bb54e · outbound

This paper cites an unresolved cited work.

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

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.731286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b74307b2-087b-45a8-906e-eba9d941c248 · outbound

This paper cites an unresolved cited work.

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

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.715953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5c905a3-48aa-4453-9690-8f9cedc129be · outbound

This paper cites an unresolved cited work.

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

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.772752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4366d35-be1c-48db-b668-dd18ca5f10ca · outbound

This paper cites an unresolved cited work.

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

Reference 23

Resolution: verified exact; doi, observed 2026-08-15T15:28:57.687582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eae3cef9-7673-4415-b25e-3b6449cd2e2f · outbound

This paper cites an unresolved cited work.

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

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.671760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6bd52e3-1a9a-4aaa-95f8-0fb3bbd356c7 · outbound

This paper cites AudioPaLM: A Large Language Model That Can Speak and Listen.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis AudioPaLM: A Large Language Model That Can Speak and Listen

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.793494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2575de4-2a8b-4920-8b4c-167f3042c6f4 · outbound

This paper cites an unresolved cited work.

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

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-15T15:28:56.798811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5c354e3-0286-41dc-b0d3-5d6a06c57c2a · outbound

This paper cites Voice Jailbreak Attacks Against GPT-4o.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Voice Jailbreak Attacks Against GPT-4o

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.803667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ac7c45-984b-4cd4-9022-667eb7e5d623 · outbound

This paper cites an unresolved cited work.

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

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.655644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4e854d4f-1692-4d84-b256-e55ff2c4c5ca · outbound

This paper cites an unresolved cited work.

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

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.640196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d5770ea-2b1b-455a-a75b-30f1da27d429 · outbound

This paper cites an unresolved cited work.

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

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-15T15:28:56.827442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b7ce2f9-8564-4f9d-abe8-cb41cb8ac3c6 · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.832122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4f904e-99a0-4574-8783-0fb5005436a9 · outbound

This paper cites an unresolved cited work.

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

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:28:57.623394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aedfd9ce-7955-4958-8877-655b65d3b943 · outbound

This paper cites an unresolved cited work.

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

Reference 33

Resolution: verified exact; doi, observed 2026-08-15T15:28:56.993182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c86266b8-78f2-4f34-bfe8-89dab8c2a039 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.848422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dda500f-6556-48c3-8415-a9257ddbba45 · outbound

This paper cites Qwen2-Audio Technical Report.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis Qwen2-Audio Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:56.698500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1bb8602-dd77-4923-9a11-e18a0d52333f · outbound

This paper cites arXiv preprint arXiv:2505.17568.

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis arXiv preprint arXiv:2505.17568

Reference 2025

Resolution: verified exact; doi, observed 2026-08-15T15:28:57.139942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ecf7d9a2-fac5-4a8c-bcc2-276e9d0982e5 · outbound

This paper cites InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2026

Resolution: verified exact; doi, observed 2026-08-15T15:28:57.017005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.