Paper Citation Record · LEDGER

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs

As of 9 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2508.10010.

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

pith.paper-citation-record.v1
2508.10010 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T01:02:16.936758Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

48 of 48 outbound references displayed

verified exact1
verified fuzzy10
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1caa9fe-aeb3-4e33-91af-9eea361edf57 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:12.595738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa9649e7-835c-4039-9138-f8fe7ebc7d6a · outbound

This paper cites write newline.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:12.703012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d84866-8c7f-49e1-9f56-2fd1d61d892b · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:22.074106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a75b8624-dcc9-43ea-9cd7-f30023d36ff3 · outbound

This paper cites L.; Corney, D.; DiResta, R.; Ferrara, E.; Hale, S.; Halevy, A.; et al.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs L.; Corney, D.; DiResta, R.; Ferrara, E.; Hale, S.; Halevy, A.; et al

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:21.890148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb5c86fd-7d14-4077-a236-9c233480810f · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:21.730637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 953268bc-502a-4a1d-a868-ff9654a09397 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:21.593500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cbbc5970-b690-4dff-b52c-da825b2f2a6d · outbound

This paper cites J.; Tramer, F.; et al.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs J.; Tramer, F.; et al

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:21.477594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe24674d-b376-4e17-90f6-f5164be4ba30 · outbound

This paper cites Can LLM-Generated Misinformation Be Detected?.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Can LLM-Generated Misinformation Be Detected?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:13.360157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0813a6dd-8d25-4b95-a887-01ef62aed2d9 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:21.337920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1426feb-59eb-4b50-8b38-4e88560801cd · outbound

This paper cites JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs JailbreakRadar: Comprehensive Assessment of Jailbreak Attacks Against LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:13.588479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05be2e01-12c3-4168-815c-b949ba696826 · outbound

This paper cites h4rm3l: A language for Composable Jailbreak Attack Synthesis.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs h4rm3l: A language for Composable Jailbreak Attack Synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:13.703617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb253223-4cac-4fa7-9964-53a23005b028 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:21.189086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7a1f5bb8-021e-4460-86b1-111c609254a8 · outbound

This paper cites M.; Atwan, A.; and El-Daydamony, E.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs M.; Atwan, A.; and El-Daydamony, E

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:21.063203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5743d9b6-e51f-45e5-8934-3d4f2ee4512b · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.923332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85ad7e69-a397-42cb-bfcd-136713b6e9b8 · outbound

This paper cites How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.134263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385969e9-b9a6-44fa-8d0e-2f038bb67a72 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.790965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2dbdd9e-bbcb-4ffa-8243-b72747c3366a · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.633548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff4713d2-1605-4e66-9a35-4867bd13654a · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.347458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc644cd1-ee86-4f0d-b05b-847be8c91e70 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.408945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee7840e-f550-481c-af62-7d6fd5930d6b · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.507630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2217b13-5025-471a-9ba2-7dcca434ad58 · outbound

This paper cites M.; Field, S.; and Casper, S.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs M.; Field, S.; and Casper, S

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.580485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c48d0bf5-2348-475c-9ac6-6da9a8d2fdb9 · outbound

This paper cites M.; Freiling, I.; Beets, B.; and Brossard, D.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs M.; Freiling, I.; Beets, B.; and Brossard, D

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:20.381346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89cdbb27-c11a-48c3-83c3-97a4bc6c151b · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.245752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f5a6d85-83e1-4558-9244-76531fbc1d61 · outbound

This paper cites Prompter Says.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Prompter Says

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:20.164192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87ba4dad-5e1e-48a0-b103-e14d97eaa6d4 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.905062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e3b9f4-2d41-4290-b259-11658faa1c13 · outbound

This paper cites DeepInception: Hypnotize Large Language Model to Be Jailbreaker.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:14.982718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44b8b367-650a-4283-8612-a42fe29376dd · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:20.024892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 45c8837d-6078-4b8c-8100-6665565b9dbd · outbound

This paper cites D.; Kuderer, N.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs D.; Kuderer, N

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:19.914602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b77f175c-3b71-471b-8e92-5f58175fdbef · outbound

This paper cites r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:15.258293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82581524-f667-4b1f-a3d8-df0833cc3e24 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:19.787946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36163fad-1904-40fb-be2e-3beac8dea23a · outbound

This paper cites On the Risk of Misinformation Pollution with Large Language Models.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs On the Risk of Misinformation Pollution with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:15.400138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfa6c51-a634-4a8d-842e-1cbf520aac94 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 32

Resolution: verified exact; raw_fallback, observed 2026-08-06T01:02:17.451791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 132b677e-ef1d-4591-bbc1-7ff791b510be · outbound

This paper cites S.; Naik, A.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs S.; Naik, A

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:19.637091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c68c2e73-6ffc-4794-b9e9-ed5dad6edd03 · outbound

This paper cites Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:15.672013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2531ed82-7250-4aeb-8782-f479fb7648f2 · outbound

This paper cites A.; Kashyap, A.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs A.; Kashyap, A

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:19.512527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bc868441-d86d-4e74-9c64-5cb6c3c41e75 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:19.383560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ab09208-70cc-4ecd-b690-dead55aaa642 · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:19.227436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b02bde8-f8e1-4832-8830-efbebac0f67d · outbound

This paper cites do anything now.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs do anything now

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:19.080005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 740b287f-a53a-4368-a0f2-0966b934a52d · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:18.969405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90fb8270-7880-4898-a4cc-fe4a38407ac2 · outbound

This paper cites Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:16.253921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ee6770e-eda7-48bb-ad7d-ed25884cf20b · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:18.790286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82b9852c-8588-4de8-9d7e-9a289b9ec851 · outbound

This paper cites Hidden You Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Logic Chain Injection.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Hidden You Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Logic Chain Injection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:16.473342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4253eb-5513-4ede-86f2-82ece16a709c · outbound

This paper cites Ethical and social risks of harm from Language Models.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Ethical and social risks of harm from Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:16.554210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb536603-1470-41f8-a49a-cb232c9d769a · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:18.591310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7f45cd7-568d-4914-85c3-48751aee60c6 · outbound

This paper cites Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Towards Safe AI Clinicians: A Comprehensive Study on Large Language Model Jailbreaking in Healthcare

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:16.717729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba9c5b0-921f-432a-95e9-e097e23c92de · outbound

This paper cites an unresolved cited work.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T01:02:18.438792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb8566dd-bee4-4e9c-bed0-6ea5007e4cb8 · outbound

This paper cites WildChat: 1M ChatGPT Interaction Logs in the Wild.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs WildChat: 1M ChatGPT Interaction Logs in the Wild

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T01:02:16.844130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabfa5fa-ac11-4244-a664-d8c7dbbbe1cd · outbound

This paper cites G.; and De Choudhury, M.

An Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs G.; and De Choudhury, M

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T01:02:18.297408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.