Paper Citation Record · LEDGER

A Framework for Evaluating Emerging Cyberattack Capabilities of AI

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2503.11917.

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

pith.paper-citation-record.v1
2503.11917 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:34:05.024195Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation edeb7c67-7fd6-498c-9e35-a670721dccca · inbound

Mapping Industry Practices to the EU AI Act's GPAI Code of Practice Safety and Security Measures cites this paper.

Mapping Industry Practices to the EU AI Act's GPAI Code of Practice Safety and Security Measures A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:34:05.024195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac12a9b0-4073-4b69-844a-8988ac3e958c · inbound

Defending Against Intelligent Attackers at Large Scales cites this paper.

Defending Against Intelligent Attackers at Large Scales A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:14:29.892675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d50ef7-e924-414e-8437-a5f2f792130c · inbound

Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks cites this paper.

Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 161

Resolution: unresolved; no resolver link, observed 2026-08-15T20:28:59.484922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80dba00-874f-4d64-8dbd-0988ac42796d · inbound

Leveraging LLM Inconsistency to Boost Pass@k Performance cites this paper.

Leveraging LLM Inconsistency to Boost Pass@k Performance A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:30:13.107210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d6e145-57cb-4e42-94ce-aa6c45b86a81 · inbound

Mitigating Cyber Risk in the Age of Open-Weight LLMs: Policy Gaps and Technical Realities cites this paper.

Mitigating Cyber Risk in the Age of Open-Weight LLMs: Policy Gaps and Technical Realities A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:20:02.491572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c7a435-5a16-4f23-a9b8-ca22286b7f37 · inbound

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities cites this paper.

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 71

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:52:07.702807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 815b227e-cbfa-490c-b9e3-b04ddef48960 · inbound

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities cites this paper.

Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T18:06:42.965664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a1b444b4-ba4b-461c-8f56-3645c50d27aa · inbound

CyberCertBench: Evaluating LLMs in Cybersecurity Certification Knowledge cites this paper.

CyberCertBench: Evaluating LLMs in Cybersecurity Certification Knowledge A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T00:34:47.021369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0391ffe-52b4-4b62-8e4e-b70a8e470155 · inbound

AI Agents Enable Adaptive Computer Worms cites this paper.

AI Agents Enable Adaptive Computer Worms A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 38

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T04:16:35.428305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67ed9d9a-b3e5-41ca-ade5-e9a5662f69d0 · inbound

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems cites this paper.

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T15:38:33.519676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e6f7603d-c921-48cc-a6be-1a81e0cb9c01 · inbound

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems cites this paper.

The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:34:38.128977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c912376-5d42-4e2a-bcfe-6e5b171d7495 · inbound

Harmonizing AI Safety Thresholds cites this paper.

Harmonizing AI Safety Thresholds A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T21:24:14.901012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a85ae0a-5a5d-494f-add0-39f6ec715351 · inbound

SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure cites this paper.

SoK: How Frontier AI Reshapes System-Level Security Risk Dynamics in Critical Infrastructure A Framework for Evaluating Emerging Cyberattack Capabilities of AI

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:33.133908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.