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Paper Citation Record · LEDGER

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

As of 15 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 2026-08-15T06:32:42.880941+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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.654008Z digest=sha256:9f9c89a7bac02684494fe87d42def6fded80463daa609cf31207223f326320fb

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.661215Z digest=sha256:7a9a6522a16766799b2e266570f52813b4b65825544b3561f5a5b93911a2527e

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.665907Z digest=sha256:1ea34820f86562f98f95ee28e55fb15dde4eb5f05a9a508fa92a008936b38785

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.671962Z digest=sha256:87c400431c07cd53ae54e19e9a3fb34198b8ca47559e28dd47513d078f83c059

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.677396Z digest=sha256:e32f9c87c6a4418fbbd0426d157a434c4efc40352d2c7995d4af0340d9287461

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.

source=pdf_text observed=2026-08-15T15:28:56.682931Z digest=sha256:f336c6940e910e1d2ad375e423abe4f3e7c2c4ec4102313584915803da54489c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.689102Z digest=sha256:e4effc9d57b38b618f20b4848e04fd69224ee22145ecb0f5fc537d9443030dde

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.693727Z digest=sha256:f1818aff7b32a832dade3552c5d0bbaec1f771f635e90c42e9cf65d26ada61c0

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.703985Z digest=sha256:96ae9d80bd9b669c9334c218025df8290914ad5d66376ef7a10b9f99b6722f46

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.709477Z digest=sha256:e13336defbe309685aa64b467f38f8c05c2b5c64a6a6c26de7a9d7b22a81da60

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.714211Z digest=sha256:b6e3b647ff113e079e99ecdb07492c3627949c0c05f2b412c05302fb46ddbc6a

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.719627Z digest=sha256:8b2f65e9d7cbc2e95d7cedbca00bbf3fbdae60994988c13cb214adb1b8112403

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.724552Z digest=sha256:ed3c47b30dc1b1b7e832ba230e34c706f66058cb8beb770e785e314f69afc11c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.730516Z digest=sha256:ef6ff5766718f4cbf8312dc41c08a5726ab7a57423d83fd8a00c75e5a9c29ee9

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.735161Z digest=sha256:42612a9d5de8664644b40f0521b4a91f25ebe6247e77107ad8fe71d4fd839728

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

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.742332Z digest=sha256:25e5283ef4792f9bfcdf389329cb69fee035e58ce19b63e44e26bb39c0a7e6c0

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.748090Z digest=sha256:27532aec5457fbd3a80c8c0ac36f3f2e69dc37ad7a07d5209024257f92bd2080

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.753521Z digest=sha256:bd1aff6d3a1e8825978c7a715ab1ea578f82d2b1907b478399cf681684ab55e9

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.758621Z digest=sha256:9394a591700a7045946cc1f34b7a5b516b4f46b2843a856ab75e44a283d35031

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
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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.763279Z digest=sha256:f9037a80d731c6fa86861648931a83afe9cfdbec3d2a389acc5b4ec4852f9a90

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.767919Z digest=sha256:814e41192eaae08ce7331045ea8e373a7cdf8bc25764b9160cfc157d3001ac82

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.772752Z digest=sha256:72979835135c9c3b706202b0b4387e1021a0e6859bad4cd4da3bfc6494856c55

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.782525Z digest=sha256:419509042f805a413c41215e94a6eb6a15d952bf8d6a974c26eb211b869b2bbd

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
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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.787097Z digest=sha256:5c640f06264264b327b294bb9148e48daa308108cad380eea0d9c0d7d5ceae1a

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.793494Z digest=sha256:9103f4247525cff6926997587a8288b0e4cb1d086bd5d1beeb03f75d406ca04c

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

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no resolver link, observed 2026-08-15T15:28:56.798811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.798811Z digest=sha256:a82406f2dfed698d5f410fee619d92bc2ff935cf4b07b700cf2e865e7cc6b9a4

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.803667Z digest=sha256:59bbf654253d35c8609de4277b4cd35945c7e1b451496d6bdd989f7b29523f40

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.809392Z digest=sha256:60a83586f21a315d0c611f6ec6b25113c8a469e895a6a7db0f2377d20f038e3b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.815522Z digest=sha256:c4e7695802ed088e09ee3e4758f0fc1e7257e24a7e854146b20b4d7ee82d21bb

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.

source=pdf_text observed=2026-08-15T15:28:56.827442Z digest=sha256:e9c18d264ff6fadc9596a2ceaf70b3c24e4d80bfce51bae2d86f5c003153a8a2

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.832122Z digest=sha256:62183f0bca670050de73be624d47cdf8d97762302078f57e734f7265eac86b29

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.837333Z digest=sha256:9f60bb4379860875433e5c3013d51d0e5c6c06941ba5a9f89ab41dc849b744ff

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.843680Z digest=sha256:2054f29840c2f9ade1559089d179783fbabfeadc253a669da1d6dbbc351ac3c4

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.

source=pdf_text observed=2026-08-15T15:28:56.848422Z digest=sha256:fe65c0862d19420738066827804966da18782de845ecc224412a054024d262ae

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:56.698500Z digest=sha256:7f54a557702c81a94d444bd02b0ee792223e2da20d2713f6ac2382d653f5c77e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.777712Z digest=sha256:06ba5e11405a03ee8837f180747c2c5a5f65d46b0f2476ea70d71b58cb902afb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-15T15:28:56.820815Z digest=sha256:d05c3e2ebc13e3873e6cbcac24bc10334f08ea77c7379bcbabd5b84c503a0960

Pith citing papers

No inbound Pith citation observations are available.