Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
The Path To Autonomous Cyber Defense
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2404.10788.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T14:56:30.650166Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-25T08:15:33.915688Z
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 b65e0d08-fa42-40a2-a85e-26282f48ff3b · inbound
Agentic AI and the Cyber Arms Race cites this paper.
Agentic AI and the Cyber Arms Race The Path To Autonomous Cyber Defense
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:56:30.650166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98fbf916-86dd-4dfa-8cb7-a4cbd774fa92 · inbound
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications cites this paper.
Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications The Path To Autonomous Cyber Defense
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:39.779777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e639d4a-d4ca-4827-8aa7-4a9f740c975a · inbound
FATHOMS-RAG: A Framework for the Assessment of Thinking and Observation in Multimodal Systems that use Retrieval Augmented Generation cites this paper.
FATHOMS-RAG: A Framework for the Assessment of Thinking and Observation in Multimodal Systems that use Retrieval Augmented Generation The Path To Autonomous Cyber Defense
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T08:15:33.918465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.