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Paper Citation Record · LEDGER

Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2405.20099.

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

pith.paper-citation-record.v1
2405.20099 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:31:11.243411Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-23T04:42:34.094132Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0f73f005-c433-44cb-baeb-4072e24ebefd · inbound

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

JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-15T06:08:05.524282Z

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.

source=arxiv_source observed=2026-05-15T06:08:05.386345Z digest=sha256:b112073a51ff1bcc326d5ac445a283e42cebf01240e2dc56b6c224d194d514ca

Observation c075dd43-a433-4417-b3cf-4777feca7a05 · inbound

Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective cites this paper.

Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T12:56:34.422868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:56:34.422868Z digest=sha256:9292f567808320c2b0e3db1c35ff6287a489392751e54cfab5d61bb0c277d09e

Observation 497e2a4d-255e-41c8-b445-658b62cfa702 · inbound

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety cites this paper.

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 111

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:42:34.097078Z

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.

source=pdf_text observed=2026-05-23T04:39:04.591722Z digest=sha256:2b6b3ed873d30110a5fae51117590061ffd8c0ec4060019bae8bd2be56eb0535

Observation 2a25d2b8-95b7-4f19-97cd-5e1567a4a9c4 · inbound

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models cites this paper.

T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T11:31:11.243411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:31:11.243411Z digest=sha256:16c8d9bc73be718444e0f90bf78aa944c13d9804b911880759e5c5b15a81441c

Observation a5dde6f0-a376-49b4-8038-159cbddccc4f · inbound

One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs cites this paper.

One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T14:48:18.627766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:48:18.627766Z digest=sha256:dc2a5283e9d2b6bd73b67409b0e4f5aba32aee3c0f3c09b087c2b7dcfd174a4b

Observation d632adf3-891d-4c43-9da3-7e8ddee5ac65 · inbound

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety cites this paper.

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T10:24:26.477946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:24:26.477946Z digest=sha256:44444b836c51a5d6454cb9a1c5fe0df5f998fdad1b029465fd39bcc2867458a8

Observation 8e2c1e28-4fb9-4679-848e-2d456cf553e5 · inbound

Enhancing Reliability in LLM-Integrated Robotic Systems: A Unified Approach to Security and Safety cites this paper.

Enhancing Reliability in LLM-Integrated Robotic Systems: A Unified Approach to Security and Safety Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T11:54:15.938715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:54:15.938715Z digest=sha256:e49be6ba3bbfef1ae061634d255c2b7b1575c49756a87015a2d9a3f326eaef0b

Observation 8bf71168-c2f0-4a4d-a43a-01fead195140 · inbound

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses cites this paper.

SoK: Systematizing LLM Prompt Security: Taxonomies, Datasets, and Unified Evaluation of Attacks and Defenses Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 206

Resolution
unresolved
no resolver link, observed 2026-08-04T09:25:58.012102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:25:58.012102Z digest=sha256:40f561e508dfa23c3c779210a8f42e43a356b494adf81ee7ae40a703157455d2

Observation c8d5ec6d-091d-4bf5-b449-6800f424f2fa · inbound

Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion cites this paper.

Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:46:04.222749Z

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.

source=arxiv_source observed=2026-05-10T15:19:46.920899Z digest=sha256:61c8e8b23581679d1ca3f2dfdffeef83b3d7fcda6621c22b58d904d8e93ba977