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Paper Citation Record · LEDGER

"I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.00718.

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

pith.paper-citation-record.v1
2502.00718 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:19.934200Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T05:53:09.562517Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 640a865f-55a0-4642-866d-4bccf697773a · inbound

Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs cites this paper.

Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:19.934200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:42:19.934200Z digest=sha256:b560b7e655ee8c85a2bde87a7aeb6832a24d9b7617d9dc6498f926910471810a

Observation 10f74bdd-f3ab-462e-abf1-6a4fb7fe297d · inbound

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey cites this paper.

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-22T13:34:53.251853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-22T13:32:57.771753Z digest=sha256:2141852c648333337de2fbd28310c73581655a26e928ac3d3416cb810a10222e

Observation 120fea50-dc99-414f-bb87-b914e55d8ab7 · inbound

Investigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models cites this paper.

Investigating Vulnerabilities and Defenses Against Audio-Visual Attacks: A Comprehensive Survey Emphasizing Multimodal Models "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T04:08:42.306422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:08:42.306422Z digest=sha256:dd782717350569852589ab08c92dc8db1e49760194d860806db5ae0684e9c4a5

Observation 67fbab49-7064-461f-b6c2-c2d307b8a427 · inbound

On Optimizing Multimodal Jailbreaks for Spoken Language Models cites this paper.

On Optimizing Multimodal Jailbreaks for Spoken Language Models "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T22:11:30.473038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T22:11:30.473038Z digest=sha256:6d8bb4c8c1a0fe2715fb02cb3963d5edff81bc0aade1a9f84b89e52c85dbab18

Observation 1194067e-34cb-480e-85ca-69dfcfece2f2 · inbound

Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs cites this paper.

Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T08:02:24.902416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T08:01:25.938248Z digest=sha256:532bc5cf0dd26b2ce85125dff801fcea959f6bab1b6b7933d13e16590bf2ea35

Observation 8b3a05c7-410e-473e-8f02-9266fb140ce2 · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 166

Resolution
verified exact
arxiv_id, observed 2026-05-21T07:39:48.672400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T07:38:23.099479Z digest=sha256:fc982ca211543a5e7d85c52ad2eb1fb97b3069f8df5c6ceebd2e0ca21619e825

Observation 088c884f-afdc-4661-b5fa-1aa3c686eb4c · inbound

Audio Jailbreaks in Large Audio-Language Models: Taxonomy, Attack-Defense Analysis, and Cost-Aware Evaluation cites this paper.

Audio Jailbreaks in Large Audio-Language Models: Taxonomy, Attack-Defense Analysis, and Cost-Aware Evaluation "I am bad": Interpreting Stealthy, Universal and Robust Audio Jailbreaks in Audio-Language Models

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-06-29T05:53:09.563735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T05:44:05.762261Z digest=sha256:0ba76e679ca38f69f0d4ffa571d154b12d37ceba96d11a0dd683b91299d89d30