Paper Citation Record · LEDGER

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2508.20038.

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

pith.paper-citation-record.v1
2508.20038 v3

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:19:28.814379Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

44 of 44 outbound references displayed

verified exact3
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e6f84a1-65fd-4f01-a787-58d2bebc5535 · outbound

This paper cites Direct Preference Optimization with an Offset.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Direct Preference Optimization with an Offset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.641196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef892cbf-bde9-4c5a-8ef9-2f80188d8105 · outbound

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

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.646214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6dc929-3f96-4087-8c83-48d3029c3e63 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.793358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 617ffb52-952f-4ae3-9449-1aab2fb698f9 · outbound

This paper cites ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.656097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14d437e-ca9f-43f9-b24e-48440fce7107 · outbound

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

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Jailbreaking Black Box Large Language Models in Twenty Queries

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.660442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f4e160a-f0c3-4206-a3ba-cf03b304b473 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.781531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b675a94a-2ffe-4658-8030-c9def3fda105 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:19:29.625256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eba7804-cb6e-46f6-9dc9-4a176cfb7faa · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.770304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 811af571-9d65-4da9-867d-69d6d34d4487 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.677217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb3da8b2-f497-4c4a-90fb-687af3b93e3f · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.681211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 022732cb-b560-4c95-aa0c-ca4b0fc95b66 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.759722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 843cbe3e-46bb-4f23-8942-ef4b731d7094 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.689238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daefed55-12ed-4ed3-b39a-cc8ed705b706 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.692748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef76d0d3-efe5-4905-9b13-d1f24d506c9c · outbound

This paper cites Baseline Defenses for Adversarial Attacks Against Aligned Language Models.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.696552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff3e40d-afc2-4c4a-adf1-c989463ac2dc · outbound

This paper cites PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.700858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f252829c-8855-4c3c-9e11-20c1c0d4cacb · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.747874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af3700e1-1ce8-4961-a47b-f1a96a777353 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:19:29.465098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1076ec5f-f993-49d8-9474-ace95c265944 · outbound

This paper cites Supervised Contrastive Learning.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Supervised Contrastive Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.712707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd641562-a259-4e52-b0a9-94c29775de28 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.716587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fb31f6-e31b-4aef-9079-8673f6c98b9d · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.720121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7c23206-f068-487b-96be-fa4bf45712ca · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:19:29.229993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36dfed1b-9602-4f5e-aeb8-7b3b17d75527 · outbound

This paper cites DeepSeek-V3 Technical Report.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks DeepSeek-V3 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.727169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616e88b1-a1f9-4592-a5f5-e82b15c21ac5 · outbound

This paper cites Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.731489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ef16a7-3573-4c1d-8fb1-f036e0f4a6d3 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.736218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f138e933-bc9f-40bb-bbd0-8dcfb4070eb0 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.738640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f38a13fa-2f25-4bcf-b4a6-2e5c76468636 · outbound

This paper cites HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.742660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 000fc949-f8a4-4dde-9c96-4963f18b1be9 · outbound

This paper cites Tree of Attacks: Jailbreaking Black-Box LLMs Automatically.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Tree of Attacks: Jailbreaking Black-Box LLMs Automatically

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.746165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c904c8-a753-4e02-9ace-20ecad6158d1 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.750653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f97ef73-33e8-4c32-a8de-e024c9fbb6da · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.724587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40236222-e3c0-4377-88e5-d21b2c8bc112 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.713149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23afb1a2-3ba7-4620-92d2-a9dd18021805 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.762892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6de3c6e4-cfdf-418d-9e6f-f1a922078406 · outbound

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

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.766914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30f6490-fc5b-4edd-b298-7b54abd65edd · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.701926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4db9b81a-bfac-4662-a2f8-a252fcf8f2d3 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.775502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f460ebd-8f81-453e-b5b2-d90c8fe82983 · outbound

This paper cites Jailbroken: How Does LLM Safety Training Fail?.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Jailbroken: How Does LLM Safety Training Fail?

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.779862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b24c292-b1f9-4fc1-bc01-f5896cb04529 · outbound

This paper cites Uncovering Safety Risks of Large Language Models through Concept Activation Vector.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Uncovering Safety Risks of Large Language Models through Concept Activation Vector

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.783558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902e9ebf-a017-4d43-b062-c241551f3f90 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-05T15:19:28.855833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 112d6b96-b5bd-4791-9257-6f1725a473b3 · outbound

This paper cites Qwen2.5 Technical Report.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Qwen2.5 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.791023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e6a509-9d8a-47d5-8190-d6016029608e · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.794602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 560872f0-5bab-4dfe-a33e-7f0de0cf3cb1 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.689875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d4b8050-2612-4d20-ad92-d2cc045099de · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:19:29.676691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9acaafa4-1e44-400b-8edb-87a8f31d9f3d · outbound

This paper cites EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.806156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e530c920-bbbb-4d95-b264-b19338b4e739 · outbound

This paper cites an unresolved cited work.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.810265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f49e195-943b-43bf-ad68-63dee9888f5f · outbound

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

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.814379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.