Paper Citation Record · LEDGER

A Framework for Evaluating Emerging Cyberattack Capabilities of AI

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 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 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:20:02.491572Z

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 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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.