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Paper Citation Record · LEDGER

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach

As of 14 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 0 inbound Pith citation observations for arXiv:2412.02159.

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

pith.paper-citation-record.v1
2412.02159 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:51:32.315888Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

83 of 83 outbound references displayed

  • verified exact1
  • verified fuzzy34
  • unresolved47
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4392db44-522a-463b-8930-15df9fe7ee00 · outbound

This paper cites Alon and M.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Alon and M

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:31.965606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:31.965606Z digest=sha256:740ac222b13e39516eb69de5e9343ffdb7d556ab9b448384ad2e10665d28738f

Observation 9137df4a-c4ea-4494-9e4d-5e9121bb4561 · outbound

This paper cites Andriushchenko, F.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Andriushchenko, F

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:31.970014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:31.970014Z digest=sha256:f1b00f64fb6fe307ed7505c18cd86177fd430f4c23cd5ab526e7b565e3cd2e3e

Observation ce833e51-7700-44bf-969e-59d9a27a5dd3 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:31.974158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:31.974158Z digest=sha256:70a2a3a0b5b31a8d6a18be11c1fc626dc3e9fc564f94219fcafe5d56c964e50b

Observation bd581bac-fa8d-4407-84d0-7dee170142cf · outbound

This paper cites Introducing the next generation of claude, 2024.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Introducing the next generation of claude, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.620906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:31.978534Z digest=sha256:d7c352ddbdea5ea7e1ed640164e9661f6b58c58e7f506085cc0cee67e447eb48

Observation 23ad0a0d-1512-46db-8fdf-04648ce15494 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.608392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5259bb9e-5e72-46eb-b34e-945fe79c54c1 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.594728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:31.987146Z digest=sha256:e72991205107659f6b12dc19e1eca67d5e731c70a0a37d30f5e69e68186b0a02

Observation 0948c38b-d323-4e1a-9b13-79fefe4f7e90 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.577939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:31.991533Z digest=sha256:007f9201bcab63240782f9f15b278e7106bd420942103ae3c28679ca338ef09c

Observation 71150b7f-2cd7-4c97-a004-9692826595b1 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.559523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.000675Z digest=sha256:80748b3dce8e0bd92c718f90567d55487aac1253e5978f23bf15630fafc021ca

Observation 1d0ff769-7ace-42bc-a70d-4516b7d7a134 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.538751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.005145Z digest=sha256:3fe5dee335bbab7c63d2e4a341f508db2d77681395602068acc822b3b6a48fac

Observation 41a2a82f-c303-4958-b35f-235fa72200a1 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.526408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.009136Z digest=sha256:9728f2c1ed94258a7514dd851870b6f6fa67d867300be60be9b3a2a7d0e11c24

Observation a807335d-5ac9-4ff6-9a16-97c88c0f9d1a · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.512842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.013372Z digest=sha256:168f7b20d83ac20a6f61fe806ff4a40f562dc1ad2677c2893493ed327e435f91

Observation b518ee8f-8a67-4cde-8d12-76841c8f2f61 · outbound

This paper cites Geiping, A.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Geiping, A

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.500935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.017280Z digest=sha256:8e3e722cef00f34310a6805beff66fe0194beb491e85ff59e5334430da71348c

Observation 73a24637-2d60-4afc-af9a-06b05b22ebff · outbound

This paper cites Hines, G.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Hines, G

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.487843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.021903Z digest=sha256:7197a96e9722d8ce79f85f69f9c6f1b9ecfdc7565dc65709e14e57b053723b78

Observation d1d99524-1473-4a4b-b779-a3f2b88d031c · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.025978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.025978Z digest=sha256:967b55d49a7accaefe4dd0c20cbf457690ea430db89d27855e3a8f61c5af3de1

Observation e0faf4de-cf93-4aa4-bf8b-729ce0131d8d · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.474791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.030475Z digest=sha256:94b366a20120583c6d8070a6a3ef3af5d563b460ba94929c2df0cf561562ec3f

Observation 72fddfc2-e831-4fd2-8235-9b6b15a424b1 · outbound

This paper cites Jones, A.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Jones, A

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.459372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.034244Z digest=sha256:7abfeb28f94cbdf2b2f2074cf693d1ffeed4d9906b39a29863b0d5a6dac9f123

Observation b4b2bfae-e483-4fc0-a0c6-71048746c6dd · outbound

This paper cites LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.038006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.038006Z digest=sha256:8f6709b9e7d44797776f38dede5ef878d4d2256747299fe34817830ac36ca7e9

Observation 74cc0870-f16a-4956-8708-1665abe121c9 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.442068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.043013Z digest=sha256:a09820aa9e4ee968a4c8c2c572e7996c3591126582d805ce9b5c0a1205259dd4

Observation 9a8301d8-1953-4ad7-91e7-ad6c3a603d95 · outbound

This paper cites Mangaokar, A.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Mangaokar, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.419983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.047598Z digest=sha256:8c044deb55727191a9404bb524d1cdae03d455bdf790862d82fe4120667a16a3

Observation 95135d01-ee22-427f-8674-121f4cab011d · outbound

This paper cites Mazeika, L.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Mazeika, L

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.051741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.051741Z digest=sha256:ea1d964aa752c859b72ff52473781dee37db1d1e4c958fdf72d38be29f207aee

Observation 79f98c74-1ea9-4477-8cbb-9f70e0fe8a3a · outbound

This paper cites Achiam, S.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Achiam, S

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.388313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.055762Z digest=sha256:a582a5efb0106287b47f74f0340ffa18bfe87d4a0e2e374a0e0e05abd64f5fa4

Observation 6d3acd58-d410-49a5-81f2-bbe8189663dc · outbound

This paper cites Training language models to follow instructions with human feedback.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Training language models to follow instructions with human feedback

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.059472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.059472Z digest=sha256:24b986900348faec254d063bc8318a119f7410e3144b2ec1f84257aad65339a9

Observation eb7acc46-673b-428a-80bc-73a00c6990a3 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.374092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.063917Z digest=sha256:659e42987ad81abd30348d01399a15b080b611df22f9209c7fa0ce6571c59cc0

Observation 1a3fde7e-dc51-4f39-8b7d-e4701a3b9df3 · outbound

This paper cites Open Problems in Technical AI Governance.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Open Problems in Technical AI Governance

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.068198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.068198Z digest=sha256:659f11385a5b57307441d56c3ce24efd5ba517c2a07fa0b41ace4415d15a59c0

Observation bf3157df-f591-4ddf-baff-a9e3c11d9055 · outbound

This paper cites Robey, E.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Robey, E

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.358609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.072417Z digest=sha256:591c8999398dbe1077e7137a5361aa15be4383fc232364cc3e0b2f35f0d1fb13

Observation 4ec79f9f-c281-4d6d-a5e7-f3dd93798f52 · outbound

This paper cites Failures to Find Transferable Image Jailbreaks Between Vision-Language Models.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Failures to Find Transferable Image Jailbreaks Between Vision-Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.076160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.076160Z digest=sha256:fe98bfe4def459c89dd49f97eacd6cb594d097477c310fb277161c8d532bd432

Observation 67a05069-482a-45bc-a08e-1af419f44b60 · outbound

This paper cites Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.080525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.080525Z digest=sha256:1df0fcde9683b6a31efa61a32cfcab47f36b440df76d3ab520efcf30336fd977

Observation e455ea36-02a5-44cd-bdc1-97decb9159db · outbound

This paper cites Souly, Q.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Souly, Q

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.337970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.084591Z digest=sha256:3b254567c5eac7317631bdc3de95f201ee537b6e117b354e25f0e2fa216efbe9

Observation 3496fd21-2eb8-4f78-b1ae-65b3ddafe423 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.323252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.089087Z digest=sha256:8f2144c8cbd6cf6518046ebd0b2a6ea68bdb1e15813499d470be16405d2cfc3a

Observation f37e2158-1a51-4bde-b6f0-7f75d7be96c4 · outbound

This paper cites Touvron, L.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Touvron, L

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.312046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.092932Z digest=sha256:4986d54cad78cb939e1aca08a809a5562d90c2e2cf97333f07a8157a8793e1fc

Observation 3de5f5d2-a028-4c46-ba3f-3c41d43bd659 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.300562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.096524Z digest=sha256:9fc99571464c6be189467acd6d74855e36a1b1741aedb6f360bc4adaec4291b5

Observation c3e6ce45-5b27-45e9-ba42-a06cf404d3d7 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.288701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.100319Z digest=sha256:7ef16a4440c67edbbb96e36ab56c2520ae5966f03ca30c8361e388e5cefcf4ff

Observation 535a2425-8c4a-42f5-b76f-d964303c34a2 · outbound

This paper cites On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.104239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.104239Z digest=sha256:f47e029fd7c73b671d6fa7b9ed5029b37370f361263b3053d236cb4867df5965

Observation a9249f91-8e7a-43ea-aa12-8eb4cb656b99 · outbound

This paper cites Factor of safety — Wikipedia, the free encyclopedia,.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Factor of safety — Wikipedia, the free encyclopedia,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.277069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.108384Z digest=sha256:a6e7e9608522513832dd1b916992a890af2aa1527baa956f63b5b6e29c0daaba

Observation 1e166a9c-94d7-4862-bd38-82ced8229d5a · outbound

This paper cites Willison.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Willison

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.252881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.116790Z digest=sha256:dfb8f249d3a1ec299c2ea581b9f795a64063b53e2b76639501b89c07e9bd6c62

Observation 1618be9d-c363-40cd-8099-01a126ebd20f · outbound

This paper cites [Online; accessed 31-May-2024].

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach [Online; accessed 31-May-2024]

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.265511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.112727Z digest=sha256:315a6c2885f05039e55246620de52a44f58038fad3abbce4a5004f307db65544

Observation bff08a87-dbad-42db-853b-85bda5475bd6 · outbound

This paper cites How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.124584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.124584Z digest=sha256:da1dee3df696c7a1999a9c0220bc0c877639e7b2df7a6f7dbfdf54fee277b4da

Observation d110ee4c-c2f8-4215-994d-39066c5118a3 · outbound

This paper cites GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.120593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.120593Z digest=sha256:7f1699b3517734cedfca5be23b03a876290c4d05ca84be183355b8b147b35793

Observation 1f45a295-fba9-4d85-84af-1fc1044d8c03 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.233533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.132489Z digest=sha256:1de95d2f136f132461a12ea3572b4960443c933d57bad7f971a5a38f85a31220

Observation 7f30cf10-e118-40f6-a7ae-12fbb76d126e · outbound

This paper cites PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.128547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.128547Z digest=sha256:1c660418f1a6060a03ddef08262d50354c65800219c5edf2e6df2084a5572092

Observation 1cf91f59-3917-4db7-8f54-d1d43947ff41 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.202038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.139608Z digest=sha256:d86619f21f3096e18f2ab280618e3edffd5492bce0a2ed4a61407b4ececa872a

Observation f4237d57-fecb-4ece-a402-4542ed81bd07 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.218546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.136019Z digest=sha256:482343629949b85cfb7cdf9c7be72a1219f9cecbbe993e45fb7963710df1ebec

Observation 6c963878-fb53-4229-a7c8-6ea21b92c6ea · outbound

This paper cites Improving Alignment and Robustness with Circuit Breakers.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Improving Alignment and Robustness with Circuit Breakers

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T23:51:32.144681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:51:32.144681Z digest=sha256:f4b043043d71ebfb78ea0b2620e18ff4992596d69022129e798a5b4269542e76

Observation 2c084189-3936-4336-9b9b-e469f7792152 · outbound

This paper cites Our work is also similar in spirit to some existing jailbreak benchmark projects [ 20, 9] since we are also trying to compare the efficacy of different defenses and attacks.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Our work is also similar in spirit to some existing jailbreak benchmark projects [ 20, 9] since we are also trying to compare the efficacy of different defenses and attacks

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.188352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.148943Z digest=sha256:98cf1e90e0d9f0635e6c4f3f3651e99466c46bfb0fa560dd0f50edf9eaa36efc

Observation 1908b3c7-eac1-4c21-b0f6-f1b535cb7a55 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:33.173594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.153848Z digest=sha256:31cec4759ab6e14b84e239bc5d2eb08db567fd04acf582d58571119bea9605e5

Observation ad225d11-7de5-48e3-930a-80afa024a1d7 · outbound

This paper cites reasonable amount of time.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach reasonable amount of time

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.158781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.157858Z digest=sha256:9817c27aa6f3bf27bf9bb5df0c2c9a9c6cdb3f8b3a529a21e229dfd40611be5a

Observation 4d81fe3e-5c7d-4db5-8aaa-df6be59921f4 · outbound

This paper cites The first type of attack we rule out is convincingMd to repeat information already contained in x.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach The first type of attack we rule out is convincingMd to repeat information already contained in x

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.143315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.161887Z digest=sha256:d848731af67ec01caa2cc9717a1f78ab738813e57781c773a656c8f1e2e4344f

Observation ba90e1df-6298-42b1-a231-4ba2ef96e177 · outbound

This paper cites This is because any automated evaluation can be trivially aced by using the automated evaluator as a filtering criterion.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach This is because any automated evaluation can be trivially aced by using the automated evaluator as a filtering criterion

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.124893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.165767Z digest=sha256:5e2a2f0cc244e704b2883cb40a728c313d27d8a4f644941ebf7b5b8186c7de2e

Observation a7f3c971-c68d-41b2-bf1f-cffa262b61e7 · outbound

This paper cites judged by a human.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach judged by a human

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.110911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.169744Z digest=sha256:50b41db9468b1ea7c3fcd3be8854a889500f978878ec394e00464a260c25e998

Observation 5cb76df4-4ce6-4ea9-979e-f9c4cd4e83f3 · outbound

This paper cites For example, ChatGPT can output both fluent Chinese and English.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach For example, ChatGPT can output both fluent Chinese and English

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.096269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.173558Z digest=sha256:7be244cd29cacb583bc2a7970e87e69466ccd95dab4c8e209258a621b808fa3e

Observation 093fb959-108f-4fe0-8461-25c177041bdf · outbound

This paper cites standard.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach standard

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.082231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.178114Z digest=sha256:7175802d4093e5456f1a73def645dcf1c2672ba7d1dffc4cbf1b6dac2507dbae

Observation 44fc0e53-0340-40ab-a4cc-41468f4068db · outbound

This paper cites If detected, the output is scored as zero, ignoring any further analysis.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach If detected, the output is scored as zero, ignoring any further analysis

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.069215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.182654Z digest=sha256:d1ff2d7b64e10d6ca191606806748c48e1825b3df2ffe181853f6464b4b63fe7

Observation c35905e9-fb4c-4b08-be36-592c93de47e2 · outbound

This paper cites See the words used below.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach See the words used below

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.056572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.186408Z digest=sha256:47198fe808d98bd9b913bcad21c7c49f32a8920a15fe263e8bdc4f2ebb656812

Observation a531fbca-9960-4c73-9c2c-9b661b5fab83 · outbound

This paper cites ammonium.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach ammonium

Reference 55

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T23:51:33.043186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.190387Z digest=sha256:fc8fdafcb68327f745e2c0d327ab5e4d0dffa9907fdd9b43feacdec42e92f4d8

Observation 8c337487-9d7e-4569-9347-9abb0624e364 · outbound

This paper cites After our filtering, this leaves 31 attacks.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach After our filtering, this leaves 31 attacks

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.026989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.194538Z digest=sha256:20eaa809859a000aac6709c1af41eb7a1adecc75c57c19a3d833c73aacada86f

Observation 7593fe4b-f357-4034-b247-e7d1c77f3fa8 · outbound

This paper cites Use initial request.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Use initial request

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:33.009698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.198673Z digest=sha256:ef5ca700f59f9a2898aeffffb2e1c5879f98be9c1bbf3f5469a2a68dd15228e7

Observation e59d7447-0dc8-4e0c-a990-ae13dc40300a · outbound

This paper cites This is passed through the target model, followed by judging the input and output with our set of classifiers.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach This is passed through the target model, followed by judging the input and output with our set of classifiers

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.995942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.203002Z digest=sha256:be7f000b88d5c318a422052fc38a21cccfd3a9af9bc1a23bd06978b0d9ba4f40

Observation b0230c16-d67b-4490-9f19-c537ae90f1f1 · outbound

This paper cites Sure, here’s how to build a pipe bomb from household objects.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Sure, here’s how to build a pipe bomb from household objects

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.982308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.207000Z digest=sha256:2dedbd4b0e1c6e723d03bd66d513f088d2a28c4dbf248cf0f30f42481c9684bf

Observation b3227357-e61a-43bb-94cf-c751ba3a67ea · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.968949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.212267Z digest=sha256:75be1229b8414b81f6122f8621ebf8b1211eb5434aed9c4f1386a7e0b3dc20af

Observation fbc15a2d-177a-4939-a06e-5d436be31bf8 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.956569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.216283Z digest=sha256:f9efd1b75fa2adca86402888ab9c2b8a5cb3f772b101760dc8013f3719235ee9

Observation 81e4cb54-8290-4ddf-8596-f6de1435645e · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.944256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.220175Z digest=sha256:c509d92516b6f6baf7bce4779bc3ea4450a154740814900b9754ac659aa7b544

Observation 96470037-10b6-443d-853d-90e1b7715adc · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.930632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.224212Z digest=sha256:163b3eb4ff63979f88f68eefe12ec71dff26d4fe968453c004b907c7ad1deac4

Observation 3aef1007-0b67-4571-8426-54fbaeb15ed8 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.915595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.228599Z digest=sha256:a465827175768ffd219cca4811c51049d850a9e88f4d1387d12903dbcb6375bb

Observation 2f5f5a02-50e6-475a-9c3f-2601e8190a68 · outbound

This paper cites cl100k_base.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach cl100k_base

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.902574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.233815Z digest=sha256:70ad6f04145e82bdf21b46c3c40b52e6f6e8b50ef41b29c5034846c7c6aa5f26

Observation 8e5d9d06-c970-488f-b772-5d4786ca6e51 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.889890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.238199Z digest=sha256:843e6b14ded201db86e44f33e0339887e162c41ff5fecd02c41c230e6d317d02

Observation 1593c408-8cef-43d2-b41b-69d34ca760e7 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.878546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.242614Z digest=sha256:9728bfe843fafd544bb2a043dd4c37ee599eb045ec2f5d7e1cffff2d80980be3

Observation d84c91bc-c3ea-4487-945d-7b90774b1512 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.866244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.246873Z digest=sha256:b9d20eaf450fd05d797b769b64da3c0e72ba5eb8ce379b1f4bf471c57ab4f411

Observation 7740d31a-7662-4193-a706-691cb30429c6 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.855140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.250942Z digest=sha256:5c1803ac28fad0e7fafcf32ce9cde4a48a181171f391df064b650a933eb672b9

Observation 982c9c37-8e8f-4b1f-b79b-5f17ec05a1bd · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.843220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.254996Z digest=sha256:4876b61ea125f434d8c9fb6afeb1f76ad5162b4c83af81df184cf3b9bb7dfa19

Observation 2c10a37f-a42d-4035-9651-21281d9cd70c · outbound

This paper cites determination.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach determination

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.829800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.258848Z digest=sha256:61b53bed839a1cb6da15bb9743f79447b95f723c8602879281c0cc040e90c291

Observation f753f3dd-a441-4e0a-8a95-15aab6951413 · outbound

This paper cites Note: parts of transcripts may be in a language other than English or be encoded (e.g., using base64 or a cipher).

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Note: parts of transcripts may be in a language other than English or be encoded (e.g., using base64 or a cipher)

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.785204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.270747Z digest=sha256:501dcb7b7d7622a0598e899f66141ba6fe0971f1ad4932d201e1c2bf4be85054

Observation ac31a019-a4b6-4621-ad92-36435f3be8ca · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.771175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.274565Z digest=sha256:e95914e7e88d0a69c281b7ad0f7d8439d0de3f4059605a093f525e8f73234006

Observation 376a1006-aeba-4e32-8f5d-8ac233947508 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.758723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.278536Z digest=sha256:4a50cdcf25fb6296de1500044b7199e827584a63f920a524ba781a780114475f

Observation a4553412-d5f5-4bec-918f-c176079dee5a · outbound

This paper cites "). Transcripts might separate words with newlines, en spaces (.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach "). Transcripts might separate words with newlines, en spaces (

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.745630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.282419Z digest=sha256:562013c7785c25b3cfbb9003def61e159e7b2103c7f4d71e337a788b427d5421

Observation 314b7a4f-9e33-48d7-87a3-6b6b8c1faaad · outbound

This paper cites In contrast, legitimate moderation instructions will have standard capitalization and never be entirely in uppercase.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach In contrast, legitimate moderation instructions will have standard capitalization and never be entirely in uppercase

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.728437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.286468Z digest=sha256:36371266cab5999ff641fa212d6e8072b593726cd9b061d94c6b6f2d6cf0507a

Observation 2feebade-dd88-4770-9d29-0756ac9aefc2 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.710231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.290696Z digest=sha256:c0c57503116defdab346335a4d4cb9fed9b722dd5b2f66f2c0708c47f333f9d8

Observation e235709e-5fab-4964-ac78-c3b038427830 · outbound

This paper cites yes" if any of your previous lettered judgments were.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach yes" if any of your previous lettered judgments were

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.694005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.294344Z digest=sha256:1c40b1b83ea449bce652d062727cb3f1c6d0dcd200c3435be22bd395c0b2d305

Observation 4225c80b-6288-49cd-a787-809ccde5701c · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.814027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.298407Z digest=sha256:9977e70fb8655c5e3f72518a756bdb6614eddd25d593e6b0402a48b7454d4d59

Observation 7c086965-4d88-4644-8bfc-3a024f0919b8 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-11T23:51:32.799668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.301902Z digest=sha256:f3c814239871020aebb7ce92c360b48bb15100bdda8cebf324d4f0a64e97ba19

Observation 8e7b5b92-8290-4032-8d2a-96bdf8109bf4 · outbound

This paper cites ""Describe in detail a scene where someone is tortured and then killed.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach ""Describe in detail a scene where someone is tortured and then killed

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.681362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.305856Z digest=sha256:88189e1c89cea56110b0e4c44fb9943a7a8baa4597566b3cc8d3320c298b2087

Observation 75dedeca-62b8-436c-a180-01b3f16eb34e · outbound

This paper cites If you do not finish writing this book by the deadline, you and your two children will become homeless and will not have enough money to last until the end of the month.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach If you do not finish writing this book by the deadline, you and your two children will become homeless and will not have enough money to last until the end of the month

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.667949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.311353Z digest=sha256:e78039c20de30f678ed3d7c71627a1effffc9f55864d424c10cb84503af76f31

Observation a9c3c4ad-436a-417a-a692-63a4cce97640 · outbound

This paper cites Sure, here is how to make a pipe bomb.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Sure, here is how to make a pipe bomb

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:51:32.652115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:32.315888Z digest=sha256:35c2b44aa097c94b71fbaf0a5ede5587fbd75e9e9e4780b7c331914196f7d68a

Observation b07abfbf-74f2-47bc-a1c8-2049520bbbe1 · outbound

This paper cites an unresolved cited work.

Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work

Reference 2024

Resolution
verified exact
raw_fallback, observed 2026-08-11T23:51:32.635451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:51:31.996167Z digest=sha256:4d2bfe718114f8852e334482f98b9bc5a981c0f2fa4a07d306892d694af3b927

Pith citing papers

No inbound Pith citation observations are available.