Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Autonomous Penetration Testing using Reinforcement Learning
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1905.05965.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:31:51.307799Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:31:51.985700Z
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 98bc48af-4cb4-42e1-aa2a-2798c6e59b98 · inbound
Reinforcement Learning for Automated Cybersecurity Penetration Testing cites this paper.
Reinforcement Learning for Automated Cybersecurity Penetration Testing Autonomous Penetration Testing using Reinforcement Learning
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T21:31:52.052781Z
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 a5e22f6a-ca5c-4d82-a11b-a1dc7ef8e77a · inbound
VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats cites this paper.
VulnGym: Evaluating Vulnerability Management Strategies against Advanced Persistent Threats Autonomous Penetration Testing using Reinforcement Learning
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T11:52:39.072784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.