Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:51:32.315888Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:51:32.315888Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
83 of 83 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4392db44-522a-463b-8930-15df9fe7ee00 · outbound
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9137df4a-c4ea-4494-9e4d-5e9121bb4561 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Andriushchenko, F
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce833e51-7700-44bf-969e-59d9a27a5dd3 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd581bac-fa8d-4407-84d0-7dee170142cf · outbound
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
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.
Observation 23ad0a0d-1512-46db-8fdf-04648ce15494 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 5
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.
Observation 5259bb9e-5e72-46eb-b34e-945fe79c54c1 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 6
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.
Observation 0948c38b-d323-4e1a-9b13-79fefe4f7e90 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 7
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.
Observation 71150b7f-2cd7-4c97-a004-9692826595b1 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 8
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.
Observation 1d0ff769-7ace-42bc-a70d-4516b7d7a134 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 9
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.
Observation 41a2a82f-c303-4958-b35f-235fa72200a1 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 10
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.
Observation a807335d-5ac9-4ff6-9a16-97c88c0f9d1a · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 11
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.
Observation b518ee8f-8a67-4cde-8d12-76841c8f2f61 · outbound
Reference 12
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.
Observation 73a24637-2d60-4afc-af9a-06b05b22ebff · outbound
Reference 13
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.
Observation d1d99524-1473-4a4b-b779-a3f2b88d031c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0faf4de-cf93-4aa4-bf8b-729ce0131d8d · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 15
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.
Observation 72fddfc2-e831-4fd2-8235-9b6b15a424b1 · outbound
Reference 16
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.
Observation b4b2bfae-e483-4fc0-a0c6-71048746c6dd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74cc0870-f16a-4956-8708-1665abe121c9 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 18
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.
Observation 9a8301d8-1953-4ad7-91e7-ad6c3a603d95 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Mangaokar, A
Reference 19
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.
Observation 95135d01-ee22-427f-8674-121f4cab011d · outbound
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79f98c74-1ea9-4477-8cbb-9f70e0fe8a3a · outbound
Reference 21
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.
Observation 6d3acd58-d410-49a5-81f2-bbe8189663dc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb7acc46-673b-428a-80bc-73a00c6990a3 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 23
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.
Observation 1a3fde7e-dc51-4f39-8b7d-e4701a3b9df3 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Open Problems in Technical AI Governance
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf3157df-f591-4ddf-baff-a9e3c11d9055 · outbound
Reference 25
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.
Observation 4ec79f9f-c281-4d6d-a5e7-f3dd93798f52 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a05069-482a-45bc-a08e-1af419f44b60 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e455ea36-02a5-44cd-bdc1-97decb9159db · outbound
Reference 28
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.
Observation 3496fd21-2eb8-4f78-b1ae-65b3ddafe423 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 29
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.
Observation f37e2158-1a51-4bde-b6f0-7f75d7be96c4 · outbound
Reference 30
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.
Observation 3de5f5d2-a028-4c46-ba3f-3c41d43bd659 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 31
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.
Observation c3e6ce45-5b27-45e9-ba42-a06cf404d3d7 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 32
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.
Observation 535a2425-8c4a-42f5-b76f-d964303c34a2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9249f91-8e7a-43ea-aa12-8eb4cb656b99 · outbound
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
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.
Observation 1e166a9c-94d7-4862-bd38-82ced8229d5a · outbound
Reference 35
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.
Observation 1618be9d-c363-40cd-8099-01a126ebd20f · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach [Online; accessed 31-May-2024]
Reference 36
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.
Observation bff08a87-dbad-42db-853b-85bda5475bd6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d110ee4c-c2f8-4215-994d-39066c5118a3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f45a295-fba9-4d85-84af-1fc1044d8c03 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 39
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.
Observation 7f30cf10-e118-40f6-a7ae-12fbb76d126e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf91f59-3917-4db7-8f54-d1d43947ff41 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 41
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.
Observation f4237d57-fecb-4ece-a402-4542ed81bd07 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 42
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.
Observation 6c963878-fb53-4229-a7c8-6ea21b92c6ea · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c084189-3936-4336-9b9b-e469f7792152 · outbound
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
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.
Observation 1908b3c7-eac1-4c21-b0f6-f1b535cb7a55 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 46
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.
Observation ad225d11-7de5-48e3-930a-80afa024a1d7 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach reasonable amount of time
Reference 47
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.
Observation 4d81fe3e-5c7d-4db5-8aaa-df6be59921f4 · outbound
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
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.
Observation ba90e1df-6298-42b1-a231-4ba2ef96e177 · outbound
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
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.
Observation a7f3c971-c68d-41b2-bf1f-cffa262b61e7 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach judged by a human
Reference 50
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.
Observation 5cb76df4-4ce6-4ea9-979e-f9c4cd4e83f3 · outbound
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
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.
Observation 093fb959-108f-4fe0-8461-25c177041bdf · outbound
Reference 52
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.
Observation 44fc0e53-0340-40ab-a4cc-41468f4068db · outbound
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
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.
Observation c35905e9-fb4c-4b08-be36-592c93de47e2 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach See the words used below
Reference 54
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.
Observation a531fbca-9960-4c73-9c2c-9b661b5fab83 · outbound
Reference 55
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.
Observation 8c337487-9d7e-4569-9347-9abb0624e364 · outbound
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
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.
Observation 7593fe4b-f357-4034-b247-e7d1c77f3fa8 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Use initial request
Reference 57
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.
Observation e59d7447-0dc8-4e0c-a990-ae13dc40300a · outbound
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
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.
Observation b0230c16-d67b-4490-9f19-c537ae90f1f1 · outbound
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
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.
Observation b3227357-e61a-43bb-94cf-c751ba3a67ea · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 60
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.
Observation fbc15a2d-177a-4939-a06e-5d436be31bf8 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 61
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.
Observation 81e4cb54-8290-4ddf-8596-f6de1435645e · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 62
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.
Observation 96470037-10b6-443d-853d-90e1b7715adc · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 63
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.
Observation 3aef1007-0b67-4571-8426-54fbaeb15ed8 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 64
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.
Observation 2f5f5a02-50e6-475a-9c3f-2601e8190a68 · outbound
Reference 65
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.
Observation 8e5d9d06-c970-488f-b772-5d4786ca6e51 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 66
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.
Observation 1593c408-8cef-43d2-b41b-69d34ca760e7 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 67
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.
Observation d84c91bc-c3ea-4487-945d-7b90774b1512 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 68
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.
Observation 7740d31a-7662-4193-a706-691cb30429c6 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 69
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.
Observation 982c9c37-8e8f-4b1f-b79b-5f17ec05a1bd · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 70
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.
Observation 2c10a37f-a42d-4035-9651-21281d9cd70c · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach determination
Reference 71
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.
Observation f753f3dd-a441-4e0a-8a95-15aab6951413 · outbound
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
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.
Observation ac31a019-a4b6-4621-ad92-36435f3be8ca · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 75
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.
Observation 376a1006-aeba-4e32-8f5d-8ac233947508 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 76
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.
Observation a4553412-d5f5-4bec-918f-c176079dee5a · outbound
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
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.
Observation 314b7a4f-9e33-48d7-87a3-6b6b8c1faaad · outbound
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
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.
Observation 2feebade-dd88-4770-9d29-0756ac9aefc2 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 79
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.
Observation e235709e-5fab-4964-ac78-c3b038427830 · outbound
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
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.
Observation 4225c80b-6288-49cd-a787-809ccde5701c · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 81
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.
Observation 7c086965-4d88-4644-8bfc-3a024f0919b8 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 82
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.
Observation 8e7b5b92-8290-4032-8d2a-96bdf8109bf4 · outbound
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
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.
Observation 75dedeca-62b8-436c-a180-01b3f16eb34e · outbound
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
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.
Observation a9c3c4ad-436a-417a-a692-63a4cce97640 · outbound
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
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.
Observation b07abfbf-74f2-47bc-a1c8-2049520bbbe1 · outbound
Jailbreak Defense in a Narrow Domain: Limitations of Existing Methods and a New Transcript-Classifier Approach Unresolved cited work
Reference 2024
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.
No inbound Pith citation observations are available.