Paper Citation Record · LEDGER

Towards Effective Complementary Security Analysis using Large Language Models

As of 7 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2506.16899.

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

pith.paper-citation-record.v1
2506.16899 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:41:46.690422Z

measured 30 of 30 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T01:18:31.914413Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact2
verified fuzzy8
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9cb41de0-a8bc-47cb-be04-c05899dcb733 · outbound

This paper cites Mitigating False Positive Static Analysis Warnings: Progress, Challenges, and Opportunities,.

Towards Effective Complementary Security Analysis using Large Language Models Mitigating False Positive Static Analysis Warnings: Progress, Challenges, and Opportunities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.453602Z

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 83a0363d-fc13-4c8c-9230-d41e2b32548e · outbound

This paper cites “False negative - that one is going to kill you.

Towards Effective Complementary Security Analysis using Large Language Models “False negative - that one is going to kill you

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.438322Z

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 3ada2d50-30c2-479e-9034-90202153ba50 · outbound

This paper cites Static program analysis,.

Towards Effective Complementary Security Analysis using Large Language Models Static program analysis,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.422290Z

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 87338e61-cf0a-4d8b-ab7e-b10dbbadf28b · outbound

This paper cites OW ASP Benchmark Project,.

Towards Effective Complementary Security Analysis using Large Language Models OW ASP Benchmark Project,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:45.947914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076fa0a3-59e9-4bd9-ba29-92cf9662cb08 · outbound

This paper cites Learning a classifier for false positive error reports emitted by static code analysis tools,.

Towards Effective Complementary Security Analysis using Large Language Models Learning a classifier for false positive error reports emitted by static code analysis tools,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.405562Z

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 08922e7a-55bf-41ea-8c79-e64c9a721be1 · outbound

This paper cites An Empirical Assessment of Machine Learning Approaches for Triaging Reports of a Java Static Analysis Tool,.

Towards Effective Complementary Security Analysis using Large Language Models An Empirical Assessment of Machine Learning Approaches for Triaging Reports of a Java Static Analysis Tool,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.390041Z

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 84594f92-3806-41d5-a625-140ff8f0df8e · outbound

This paper cites Transformer-Based Language Models for Software Vul- nerability Detection,.

Towards Effective Complementary Security Analysis using Large Language Models Transformer-Based Language Models for Software Vul- nerability Detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.374626Z

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 27774452-47e4-4691-b26a-408517296aa1 · outbound

This paper cites Using ChatGPT as a Static Application Security Testing Tool.

Towards Effective Complementary Security Analysis using Large Language Models Using ChatGPT as a Static Application Security Testing Tool

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.160882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d425d4d-cb16-475b-aedb-48e4558ce4ab · outbound

This paper cites Software Vulnerability and Functionality Assessment using LLMs.

Towards Effective Complementary Security Analysis using Large Language Models Software Vulnerability and Functionality Assessment using LLMs

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:41:47.190514Z

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 0bbd5b5d-4d2d-4431-a8c5-132f3d110d2a · outbound

This paper cites Automatically Inspecting Thousands of Static Bug Warnings with Large Language Model: How Far Are We?.

Towards Effective Complementary Security Analysis using Large Language Models Automatically Inspecting Thousands of Static Bug Warnings with Large Language Model: How Far Are We?

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.358496Z

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 fbfedb1d-6974-4b63-b87f-0f7964c37ce2 · outbound

This paper cites Assisting Static Analysis with Large Language Models: A ChatGPT Experiment,.

Towards Effective Complementary Security Analysis using Large Language Models Assisting Static Analysis with Large Language Models: A ChatGPT Experiment,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:41:47.340764Z

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 cb8f4a6b-24bc-4464-9a2b-d51be20eff7a · outbound

This paper cites Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection.

Towards Effective Complementary Security Analysis using Large Language Models Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.598131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b998abd-7367-4d69-a07a-79415f5c721c · outbound

This paper cites Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study.

Towards Effective Complementary Security Analysis using Large Language Models Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.609494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5bf19ba-eb2d-412d-a731-3b80054b4a6a · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

Towards Effective Complementary Security Analysis using Large Language Models Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.615026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2b4b2a2-79e8-48d5-a403-818b50b76495 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Towards Effective Complementary Security Analysis using Large Language Models Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.619957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8024e4a0-f5b8-4844-ad6d-2af7da4dd1bb · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

Towards Effective Complementary Security Analysis using Large Language Models Large Language Models are Zero-Shot Reasoners

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.625292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94638329-1b7c-4d34-843c-0fae1fc56fd5 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Towards Effective Complementary Security Analysis using Large Language Models Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.630960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96f97f14-28f4-4d71-8c73-9ea9b1283cb3 · outbound

This paper cites Towards efficient complementary security analysis using large language models,.

Towards Effective Complementary Security Analysis using Large Language Models Towards efficient complementary security analysis using large language models,

Reference 18

Resolution: verified exact; doi, observed 2026-08-06T23:41:46.739588Z

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 fae75a2d-1e6b-4e7c-b77d-519998a2c8e9 · outbound

This paper cites A review of the f-measure: Its history, properties, criticism, and alternatives,.

Towards Effective Complementary Security Analysis using Large Language Models A review of the f-measure: Its history, properties, criticism, and alternatives,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.641132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0348c8-85aa-4385-9156-d123df51355c · outbound

This paper cites GPT-4 Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models GPT-4 Technical Report

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.646060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b4aa529-3f3d-4114-a444-d1cdd1258a45 · outbound

This paper cites Hello GPT-4o,.

Towards Effective Complementary Security Analysis using Large Language Models Hello GPT-4o,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.650668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b1ae577-43f4-4186-82a3-698e2c458983 · outbound

This paper cites The Llama 3 Herd of Models.

Towards Effective Complementary Security Analysis using Large Language Models The Llama 3 Herd of Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.655346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259092a0-9785-47ca-9efe-28475ef1c733 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Towards Effective Complementary Security Analysis using Large Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.660513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 047ed3cf-b404-46ab-af9a-4ecb6a668334 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Towards Effective Complementary Security Analysis using Large Language Models Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.665453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 382cc959-016b-4019-b3a8-f4b3f9368a2f · outbound

This paper cites Phi-4 Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models Phi-4 Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.670542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07dd786d-090a-4c91-b077-ac407090fa56 · outbound

This paper cites Qwen Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models Qwen Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.674888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 924e3c9e-e70e-45f5-8a74-1fd68c9a246b · outbound

This paper cites Qwen2 Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models Qwen2 Technical Report

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.679521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e8d1dfc-baea-4805-a29e-b9b498df0dea · outbound

This paper cites Qwen2.5 Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models Qwen2.5 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.685164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232b07dd-efe2-454f-93bf-693d6b5d6ae1 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Towards Effective Complementary Security Analysis using Large Language Models Qwen2.5-Coder Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:41:46.690422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 80e54d5b-d432-4bb8-890c-09fe48f818ff · inbound

Using LLMs to Adjudicate Static-Analysis Alerts with Error Reduction Techniques cites this paper.

Using LLMs to Adjudicate Static-Analysis Alerts with Error Reduction Techniques Towards Effective Complementary Security Analysis using Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T01:18:31.914413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.