Paper Citation Record · LEDGER

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2507.13474.

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

pith.paper-citation-record.v1
2507.13474 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:28:54.067424Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

43 of 43 outbound references displayed

verified exact0
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b31598d-7fe3-4c30-ba6c-7772bfb40a2a · outbound

This paper cites online" 'onlinestring :=.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.640057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84bf8c5-bd24-48eb-aab1-e0dff72f0958 · outbound

This paper cites write newline.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.703778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236e6eb3-81f5-4e6e-978d-4b077f0e229e · outbound

This paper cites GPT-4 Technical Report.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.869873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f97162dd-5eda-44e3-879a-59456895e55f · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:48.945367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 503487ad-c806-4465-9cce-6055d4bc2ff3 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.244127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 347a9bda-f834-4fa3-9990-35be56a60160 · outbound

This paper cites Detecting Language Model Attacks with Perplexity.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Detecting Language Model Attacks with Perplexity

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.185819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 956382b7-d9de-498f-af1b-1c214190361f · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:56.102262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c265d1b5-3cfa-44a5-8c4d-ca081e1e73a2 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.933928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c758b55e-9df9-4e38-8fd8-acaba6266b51 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.574566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c179423-b704-42b2-a5df-bfe92fa6186e · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.742936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b1863eb-3d29-49fb-a8e3-40e0256476e6 · outbound

This paper cites Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.811945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e1abffa-02be-423c-8057-9d245034e607 · outbound

This paper cites JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:49.917562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41ab251-a115-42fd-a0eb-452ae08eb9bb · outbound

This paper cites Jailbreaking Black Box Large Language Models in Twenty Queries.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.068705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bf5cca-2805-46c2-ab92-d0bbc040feeb · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.163671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c10ce6e-2b23-484f-84b6-923160c54a4a · outbound

This paper cites Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.247767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794e5e78-c718-48ad-a1c2-d83518a3af0d · outbound

This paper cites MART: Improving LLM Safety with Multi-round Automatic Red-Teaming.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers MART: Improving LLM Safety with Multi-round Automatic Red-Teaming

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.312168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5b5baf-6437-4902-bdf0-c3a83b46c85d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.420937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 210b3c37-d214-4c21-9fc6-bc16dd1be8f5 · outbound

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

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.565875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8bb6335-c7c8-4ec4-a734-8546c72d084a · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.707380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a0305a-3e57-4a1d-846e-50db95490588 · outbound

This paper cites ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:50.842462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1cbee39-d902-4178-b7e0-cc4dbfe6d414 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.556499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed845802-21d3-4881-823e-906235ed37bc · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.373960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 896367b5-f986-4cfa-a302-74d89d9b855b · outbound

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

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers DeepInception: Hypnotize Large Language Model to Be Jailbreaker

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:51.241644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db972186-50fe-40df-b387-53a0fc9a0b50 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.201958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 611b438e-ffb8-4e54-92a8-7169dbd60563 · outbound

This paper cites AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:51.548057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f306486-9e95-46ee-b8b1-049df3a4c5b3 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:55.013080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4305db1e-0e1f-4968-af51-2eadbb8c14f9 · outbound

This paper cites Large Language Models: A Survey.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Large Language Models: A Survey

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:51.817938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5721b676-1875-4f95-9a51-a4b439eac072 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:54.822625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e535475-329a-4045-b5de-6caa0787094f · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.144439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2ceb50-aa3a-48a1-8e3f-19eb9ac38a2b · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:54.642109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fbf7b2ac-b8c5-4d43-bd13-dc47513b9fa4 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.360605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c75b6dba-86ac-4d4b-bb3e-a676cd000403 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.493755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f382b434-c798-4cb9-b749-214729b7cb5d · outbound

This paper cites SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.637985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e988a5-2a3d-4bb2-ace0-6d9abfe43f2a · outbound

This paper cites "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.739133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9224f7-33de-4564-b168-9ec5247baa30 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:52.931076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e363830-d5e3-45cf-be3e-9474bdea96c6 · outbound

This paper cites an unresolved cited work.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:54.416687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e2115a4e-2767-4e58-a3ca-b627164c590e · outbound

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

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Ethical and social risks of harm from Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.214889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf851105-cb94-44f7-b922-4c0c5690b70d · outbound

This paper cites Jailbreak Attacks and Defenses Against Large Language Models: A Survey.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.364399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a938959c-9abd-4204-8835-ff1968fc4e5d · outbound

This paper cites GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.451033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd72723-3dd6-45be-8ceb-8ac186636391 · outbound

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

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.616114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff35eece-cd72-4c90-8265-2c4068223693 · outbound

This paper cites JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers JailGuard: A Universal Detection Framework for LLM Prompt-based Attacks

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.745955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51d00b66-1e49-4927-b73b-35dfe637e7e1 · outbound

This paper cites How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:53.895617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b688f2f-1418-4268-8b2c-054e0d455c8b · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Paper Summary Attack: Jailbreaking LLMs through LLM Safety Papers Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:54.067424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.