Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Towards Automated Classification of Attackers' TTPs by combining NLP with ML Techniques
As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2207.08478.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:55:19.915398Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-12T12:16:16.734455Z
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 347eb44e-2e18-4ad2-8d00-f69ca5a6744d · inbound
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language Models cites this paper.
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language Models Towards Automated Classification of Attackers' TTPs by combining NLP with ML Techniques
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T11:02:10.040878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24d14fbc-3933-43b5-92fe-fbd747fd07f5 · inbound
Operationalizing Cyber Threat Intelligence with GraphRAG cites this paper.
Operationalizing Cyber Threat Intelligence with GraphRAG Towards Automated Classification of Attackers' TTPs by combining NLP with ML Techniques
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T17:55:19.915398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.