Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2407.10264.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:34:31.210142Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
3
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 1189faa7-1708-40d2-8270-4626c3f42098 · inbound
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey cites this paper.
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T20:58:26.141571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2668cb19-a0eb-4783-b1ad-4cc1f96dd804 · inbound
PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning cites this paper.
PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T10:19:26.617429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ded35e1-2345-404e-8218-711173e0cdef · inbound
Model-Editing-Based Jailbreak against Safety-aligned Large Language Models cites this paper.
Model-Editing-Based Jailbreak against Safety-aligned Large Language Models What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T18:11:05.986317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c093c635-2b6c-4879-8aa7-3b2d805c3683 · inbound
Obfuscated Activations Bypass LLM Latent-Space Defenses cites this paper.
Obfuscated Activations Bypass LLM Latent-Space Defenses What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T16:59:11.575679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b9a9920-c739-4a89-8c69-f234c6012681 · inbound
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions cites this paper.
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:08:02.274152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7d42a64-65ba-4811-a66c-b4fb3ae22bbf · inbound
Layered Unlearning for Adversarial Relearning cites this paper.
Layered Unlearning for Adversarial Relearning What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:34:31.210142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7173816-d650-4d15-9788-34446761e211 · inbound
Decomposing Elements of Problem Solving: What "Math" Does RL Teach? cites this paper.
Decomposing Elements of Problem Solving: What "Math" Does RL Teach? What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:05:29.382934Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52b80434-8e73-415c-8e10-c27f4df731a7 · inbound
Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space cites this paper.
Stories in Space: In-Context Learning Trajectories in Conceptual Belief Space What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T05:22:18.842470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0310fc50-cfa6-42f9-8f08-c536caf3c83e · inbound
Efficient Safety Alignment of Language Models via Latent Personality Traits cites this paper.
Efficient Safety Alignment of Language Models via Latent Personality Traits What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T15:27:20.138378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5c4aa29a-72e3-4562-89ae-0cbbc73cc1d3 · inbound
Defense Against LLM Backdoors using Critical Neuron Isolation Pruning cites this paper.
Defense Against LLM Backdoors using Critical Neuron Isolation Pruning What Makes and Breaks Safety Fine-tuning? A Mechanistic Study
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:29:55.413383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.