Paper Citation Record · LEDGER

DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2402.13291.

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

pith.paper-citation-record.v1
2402.13291 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:35:15.388782Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T11:23:20.661675Z

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 fbb56103-4636-4a3d-99c7-3693b5b39847 · inbound

PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages cites this paper.

PoCGen: Generating Proof-of-Concept Exploits for Vulnerabilities in Npm Packages DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T10:35:15.388782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b929c95-c60a-4af9-8b85-990f7519e06a · inbound

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation cites this paper.

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:33.416120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5457a3a-8586-4d9a-8758-e21fac71daa6 · inbound

PerfCoder: Large Language Models for Interpretable Code Performance Optimization cites this paper.

PerfCoder: Large Language Models for Interpretable Code Performance Optimization DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:43:38.203530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d550d10-7df9-4ac9-9781-2b6861a6580b · inbound

Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision cites this paper.

Fine-grained Approaches for Confidence Calibration of LLMs in Automated Code Revision DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:50:50.402058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 807e1a3c-c358-4ca2-b9ea-651ac8f93e62 · inbound

Towards Demystifying and Repairing LLM-in-the-Loop Vulnerabilities cites this paper.

Towards Demystifying and Repairing LLM-in-the-Loop Vulnerabilities DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T11:23:20.663292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.