Paper Citation Record · LEDGER

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2307.08715.

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

pith.paper-citation-record.v1
2307.08715 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:15.531093Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:47:31.647956Z

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 c5f1c862-6e97-40f6-ac36-9955d9dc47ed · inbound

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

"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-17T08:39:28.154026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3acd945-6bb3-4a14-a5ae-4adf0b1d625c · inbound

GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts cites this paper.

GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:25:21.048409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 10e49467-9e2f-4dbf-95b5-1e4d3a326017 · inbound

Whispers in the Machine: Confidentiality in Agentic Systems cites this paper.

Whispers in the Machine: Confidentiality in Agentic Systems MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:03:53.820558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f5b30e4-f42a-463f-96ef-a15840a5a095 · inbound

A StrongREJECT for Empty Jailbreaks cites this paper.

A StrongREJECT for Empty Jailbreaks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:28:02.807339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e4b584f3-269d-4e4c-9d5b-90fd0c37cd12 · inbound

Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack cites this paper.

Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:12:41.510124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c88ede7e-1e5c-4a97-a2d8-46cb7f385a2f · inbound

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

Jailbreak Attacks and Defenses Against Large Language Models: A Survey MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:20:44.597045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 37eb964d-83b0-48d2-b96b-bb82039b6d59 · inbound

Towards medical AI misalignment: a preliminary study cites this paper.

Towards medical AI misalignment: a preliminary study MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:15.531093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff06be60-b1ab-4ac7-b4c7-f3d678f2af6b · inbound

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures cites this paper.

Beyond Jailbreaks: Revealing Stealthier and Broader LLM Security Risks Stemming from Alignment Failures MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:20.580018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e48964a-e6cf-40b9-95be-f7f0537b1c4b · inbound

SoK: A Comprehensive Security Analysis of Jailbreak Resilience in GPT and DeepSeek Models cites this paper.

SoK: A Comprehensive Security Analysis of Jailbreak Resilience in GPT and DeepSeek Models MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:55.350714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ff5e57-e124-4244-94b6-d607d48c4265 · inbound

Towards terahertz nanomechanics cites this paper.

Towards terahertz nanomechanics MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:03:49.724134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad80f914-a20d-4181-b716-6065bec45b40 · inbound

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants cites this paper.

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:32.814351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992ff8f6-82d4-43a8-b028-e13f44571af0 · inbound

Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous cites this paper.

Invitation Is All You Need! Promptware Attacks Against LLM-Powered Assistants in Production Are Practical and Dangerous MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T19:39:09.679117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5be04eb-7089-4b62-a33c-3f3cd94f841e · inbound

GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs cites this paper.

GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T21:36:52.533755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4a909c0b-6654-4cbe-aebf-7d55ade6bc19 · inbound

Evaluating the Robustness of Retrieval-Augmented Generation to Adversarial Evidence in the Health Domain cites this paper.

Evaluating the Robustness of Retrieval-Augmented Generation to Adversarial Evidence in the Health Domain MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T10:44:10.439996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21332e49-ab08-4b7c-a50d-302f69aa472d · inbound

Breaking to Build: A Threat Model of Prompt-Based Attacks for Securing LLMs cites this paper.

Breaking to Build: A Threat Model of Prompt-Based Attacks for Securing LLMs MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T05:59:28.711730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9817fec3-0c68-4669-a3f1-b040e5fcea88 · 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 MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T09:25:38.849327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9727615b-4d51-444d-84bc-ad5fe86d2338 · inbound

A First Look at the Security Issues in the Model Context Protocol Ecosystem cites this paper.

A First Look at the Security Issues in the Model Context Protocol Ecosystem MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T06:12:26.320889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f87a8d2-13a9-4d2c-a46b-7fedbaf66d6d · inbound

RACC: Representation-Aware Coverage Criteria for LLM Safety Testing cites this paper.

RACC: Representation-Aware Coverage Criteria for LLM Safety Testing MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:17:36.579007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 778da053-7351-4176-a8aa-1d7206303803 · inbound

Benchmark of Benchmarks: Unpacking Influence and Code Repository Quality in LLM Safety Benchmarks cites this paper.

Benchmark of Benchmarks: Unpacking Influence and Code Repository Quality in LLM Safety Benchmarks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-21T12:10:06.523393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6040b3e6-516a-4706-8a89-5f5cf44ab93a · inbound

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks cites this paper.

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:08:00.809212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 661e6200-45f7-414b-8900-1c9eef914f08 · inbound

JailWAM: Jailbreaking World Action Models in Robot Control cites this paper.

JailWAM: Jailbreaking World Action Models in Robot Control MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:05:48.118308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 97b0de2a-1632-41c3-b64d-fe7cbbe3554c · inbound

Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs cites this paper.

Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:35:57.270894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac8409fb-721a-4be8-a2d1-8cb4ad73d442 · inbound

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

Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:46:04.231965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2d1e8e1-e84d-4d89-8635-75834d9277cb · inbound

Fully Homomorphic Encryption on Llama 3 model for privacy preserving LLM inference cites this paper.

Fully Homomorphic Encryption on Llama 3 model for privacy preserving LLM inference MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:45:59.802236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75ba162f-e48d-43e1-b0e0-ba920fa44074 · inbound

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs cites this paper.

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:29.780129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 099872d2-fb7c-4e66-b714-db2a0499ef8d · inbound

Rewriting the Response Path: Silent Tampering and Provider-Signed Defense in BYOK LLM Agents cites this paper.

Rewriting the Response Path: Silent Tampering and Provider-Signed Defense in BYOK LLM Agents MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:15:38.478818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60e41919-bd9a-424e-bcb9-6ec7bb29f550 · inbound

Rewriting the Response Path: Silent Tampering and Provider-Signed Defense in BYOK LLM Agents cites this paper.

Rewriting the Response Path: Silent Tampering and Provider-Signed Defense in BYOK LLM Agents MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T15:04:25.405741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c08f071-ba22-42e7-b94b-5fcfd5d0583e · inbound

SkillScope: Toward Fine-Grained Least-Privilege Enforcement for Agent Skills cites this paper.

SkillScope: Toward Fine-Grained Least-Privilege Enforcement for Agent Skills MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:21:08.978825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7fe1d23b-d502-45ac-9ad1-4109756ef5b5 · inbound

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models cites this paper.

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-21T04:49:35.502471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c7e8521d-eb01-4c74-8bd5-9c8de7699127 · inbound

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks cites this paper.

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:26:59.297030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation abe709be-cc72-428c-a433-d3fe323b70ff · inbound

What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks cites this paper.

What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:47:31.649531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fe62a189-eca0-4386-96c1-2a54cc8a66c3 · inbound

How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions cites this paper.

How Jailbreak Attacks Inform Safety Alignment: A Defender-Centric, Shapley-Based Evaluation of Jailbreak Contributions MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T18:54:54.483085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9fddcb5-449b-45cc-b026-56190ae5a93b · inbound

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks cites this paper.

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T01:16:10.099322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.