Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:27:47.186263Z
Paper Citation Record · LEDGER
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 6 inbound Pith citation observations for arXiv:2506.05346.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T12:58:50.713928Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T13:04:40.306569Z
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved15
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 93f8a74d-3cd5-4b07-9bfa-1e5743d00bd0 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.971010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88c05e16-0b30-49d3-bde0-ff80f9e84d29 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.817769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c88015a1-8a5f-4fd9-89bd-cb2214eba2f7 · outbound
This paper cites • INSTRUCTION: Suggest five strategies for self-motivation.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets • INSTRUCTION: Suggest five strategies for self-motivation
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:27:49.682205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff362a13-952f-4c49-989a-8d57aff78a0a · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.011655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 68eeb7af-2240-405f-871f-a20f714248ca · outbound
This paper cites • INSTRUCTION: Name five characteristics of a typical resume.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets • INSTRUCTION: Name five characteristics of a typical resume
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:27:48.849638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 004b5ed5-b883-462c-a399-d775f6783431 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.492224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e121ca2-6584-4fce-940c-bcc390c951b2 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.299862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 797d5670-8d70-4687-a51b-9f2ea311b763 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:49.154660Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bf9aefcf-e3ba-4975-80c4-6392f3831a67 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:48.691661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c34bceb-7b48-4e8b-bc11-d95ab2223cce · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:48.582654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6aa48597-c9a4-46cd-a693-2763dddc7688 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:48.401654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 077d240f-2341-490b-b617-eca4303a54a3 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:48.181662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3487a2d5-008c-45fb-bbde-68b79e9345d6 · outbound
This paper cites • INSTRUCTION: Suggest five ways to make a website more engaging.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets • INSTRUCTION: Suggest five ways to make a website more engaging
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:27:48.063701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 48bcaa52-c1b4-4626-8169-5467ca1b1fa3 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:47.876769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17557665-bdd2-46ca-a7c0-015b56ee0722 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:47.789718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f82700c5-d211-4a49-8372-089f9ccc0cdf · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:47.678686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2568507-fd29-47cc-9591-dd17a9d3bfde · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:47.540844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f5ff97fe-9e2d-4b3d-8eef-03b0135bc288 · outbound
This paper cites an unresolved cited work.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:27:47.381847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation cd6f09c7-c55e-42b5-8c28-3ab33d5667ad · outbound
This paper cites Advances in Neural Information Processing Systems, 36.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Advances in Neural Information Processing Systems, 36
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:27:50.233279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c7456873-dd01-41ec-9f7a-244515a1fd44 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 2025
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T10:27:45.240489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 2114f511-1b71-468f-a06f-78b799b70404 · inbound
The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.
The Power of Order: Fooling LLMs with Adversarial Table Permutations Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T15:36:06.491437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7f182bc7-20ff-4101-8113-ba507a9c6f85 · inbound
The Power of Order: Fooling LLMs with Adversarial Table Permutations cites this paper.
The Power of Order: Fooling LLMs with Adversarial Table Permutations Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T02:26:16.627800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17a5b3fd-e5e2-42f1-9358-f0e3cf31e9cd · inbound
From Parameter Dynamics to Risk Scoring : Quantifying Sample-Level Safety Degradation in LLM Fine-tuning cites this paper.
From Parameter Dynamics to Risk Scoring : Quantifying Sample-Level Safety Degradation in LLM Fine-tuning Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-09T06:45:44.187158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2c703290-9b88-4c96-b245-4833fd6fea50 · inbound
The Evaluation Game: Beyond Static LLM Benchmarking cites this paper.
The Evaluation Game: Beyond Static LLM Benchmarking Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T07:58:07.775484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4874c4a6-b33f-46c8-8267-47425c628119 · inbound
Jailbreak to Protect: Buffering and Reinforcing via Temporary Jailbreaking for Safe Fine-Tuning in Large Language Models cites this paper.
Jailbreak to Protect: Buffering and Reinforcing via Temporary Jailbreaking for Safe Fine-Tuning in Large Language Models Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T13:04:40.308306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 572de21d-bccc-40c6-b095-4e36381efeb0 · inbound
When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries cites this paper.
When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
Reference 25
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T11:04:37.498291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.