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Paper Citation Record · LEDGER

Can LLMs Patch Security Issues?

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2312.00024.

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

pith.paper-citation-record.v1
2312.00024 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:19:35.587891Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:41:26.729229Z

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 0ce0492e-e39d-4ccc-8a59-836aab5157ca · inbound

Assessing Large Language Models in Comprehending and Verifying Concurrent Programs across Memory Models cites this paper.

Assessing Large Language Models in Comprehending and Verifying Concurrent Programs across Memory Models Can LLMs Patch Security Issues?

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T15:19:35.587891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:19:35.587891Z digest=sha256:96b7eb507439f143ee7fdbf912110e4f7fa1681632fc83667e46d9a7cb0d9891

Observation 3ac14559-52cf-49c7-a52b-6930a05ec813 · inbound

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

Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation Can LLMs Patch Security Issues?

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T04:08:32.942092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:08:32.942092Z digest=sha256:65645df0e3e89a4e816d9fe7c9838ef2c559386ffead40a520fec63e2e719c56

Observation 25a316f1-2846-4c56-b0d9-ee3ed1cf458b · inbound

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques cites this paper.

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques Can LLMs Patch Security Issues?

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T16:24:29.817587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:24:29.817587Z digest=sha256:ed7373a6c38775c2cccc2e8e8cf058d0d2764ccaa397133101441ade9d10eccb

Observation cd6cc1be-9e22-454b-9b31-c496b28dae67 · inbound

Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness cites this paper.

Static Analysis as a Feedback Loop: Enhancing LLM-Generated Code Beyond Correctness Can LLMs Patch Security Issues?

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T18:40:05.080660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:40:05.080660Z digest=sha256:10480d4f486144f2bb3a117a08a8c4b8722ea42bc0085a4caea67ffec3f2f509

Observation 3ab2262e-9af8-4d64-85c1-fac2d92018d2 · inbound

An End-to-End Approach for Fixing Concurrency Bugs via SHB-Based Context Extractor cites this paper.

An End-to-End Approach for Fixing Concurrency Bugs via SHB-Based Context Extractor Can LLMs Patch Security Issues?

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:05:49.835456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T19:20:22.353790Z digest=sha256:0e6bf8d6e52e4703c17d75e060da36258d582888fb1f8b193fddbe3f6ba62d82

Observation 70a9c334-bc02-4dea-ab13-96a5cba28a15 · inbound

Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents cites this paper.

Enhancing Linux Privilege Escalation Attack Capabilities of Local LLM Agents Can LLMs Patch Security Issues?

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:41:26.731189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-07T09:47:52.767727Z digest=sha256:13563179726ebb1716b0c55aa5e0a3b19e37128e743064de1fcbb7656bdbb529