Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.02329.
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 2026-08-08T13:58:13.641532Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:58:46.861233Z
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 eb09bb74-28bc-4373-a5c9-3f875f79ab4c · inbound
LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights cites this paper.
LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:58:13.641532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43e11b7b-1c3c-485f-ae6d-b889bb8c81b0 · inbound
It Only Gets Worse: Revisiting DL-Based Vulnerability Detectors from a Practical Perspective cites this paper.
It Only Gets Worse: Revisiting DL-Based Vulnerability Detectors from a Practical Perspective From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:58:47.043571Z
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.