Paper Citation Record · LEDGER

VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2404.15596.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.15596 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:12:39.293415Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T09:36:49.490131Z

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 0878a6bb-d49c-4e3e-acc2-fcad5e81946f · inbound

Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points cites this paper.

Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 154

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:52:39.956152Z

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 7b120fb6-8323-42b3-93ed-7bfe96e8dce3 · inbound

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps cites this paper.

Position Paper: Programming Language Techniques for Bridging LLM Code Generation Semantic Gaps VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T18:07:12.611529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ee18b8-6b56-413f-8e5a-4649b391a14b · 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 VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T17:58:43.707722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68fc1925-83f2-42f6-b00e-8585d494815b · inbound

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection cites this paper.

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-20T09:18:10.106197Z

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 9a14d164-d7b7-48ea-b3ca-d2bca37c22f4 · inbound

Revisiting Vul-RAG: Reproducibility and Replicability of RAG-based Vulnerability Detection with Open-Weight Models cites this paper.

Revisiting Vul-RAG: Reproducibility and Replicability of RAG-based Vulnerability Detection with Open-Weight Models VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T09:36:49.491569Z

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 62f9952f-6708-4de5-a184-a58529360d09 · inbound

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection cites this paper.

DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T05:13:54.104734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a738c9-ed4c-476d-833e-2b8013a1c3c5 · inbound

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests cites this paper.

PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:12:39.293415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.