Paper Citation Record · LEDGER

Context-Enhanced Vulnerability Detection Based on Large Language Model

As of 22 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2504.16877.

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

pith.paper-citation-record.v1
2504.16877 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:58:18.786052Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:13:55.122249Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T13:46:37.235605Z

Reference resolution

65 of 65 outbound references displayed

verified exact1
verified fuzzy0
unresolved63
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c06b332f-8be1-4d2a-bab2-b7b49555d674 · outbound

This paper cites GPT-4 Technical Report.

Context-Enhanced Vulnerability Detection Based on Large Language Model GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.528472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616387c4-d0c1-400e-8821-dfa8ba9b3db3 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.779696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0e36893e-4d85-49e5-a381-ef60778806e8 · outbound

This paper cites Language Models are Few-Shot Learners.

Context-Enhanced Vulnerability Detection Based on Large Language Model Language Models are Few-Shot Learners

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.539823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3d297d7-2350-4d32-9dd3-4e8b4f43c8eb · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.544039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d95f15c-2a13-4cd8-8ecd-21ec4e479c7b · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.769159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a611e8ee-ee3e-4475-9198-8b21e7cb8126 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.758771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c729baa-12e0-41da-af2e-cc72fdfda4ea · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-16T10:58:18.557448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58629cd-bbc5-4fca-b752-897e441cbc0c · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.748312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ecf297b3-7fdf-4d9f-b846-512a9c781783 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.738365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 02aaf18e-26de-4ccf-8a24-57e756f8f018 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Context-Enhanced Vulnerability Detection Based on Large Language Model DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.568513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b01a2ec3-34cf-4a1d-bc14-16b0cc4bd719 · outbound

This paper cites Vulnerability Detection with Code Language Models: How Far Are We?.

Context-Enhanced Vulnerability Detection Based on Large Language Model Vulnerability Detection with Code Language Models: How Far Are We?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.574410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a5b5d0e-3a4f-443d-84f3-9f109aeb4804 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.578803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a10a7594-4869-409d-8a0f-142eddbddd50 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.582382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a00c36-65fe-480e-8ae0-5f157176a1fc · outbound

This paper cites Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG.

Context-Enhanced Vulnerability Detection Based on Large Language Model Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.586513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c5db352-c8e0-4591-b09f-3ae8bbcad0ca · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.612086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0d84b6e4-950e-4e05-bf92-d286e134ea2a · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.425242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba1abe4c-fce2-4d32-b2f0-8c8c5fabea24 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.403673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18420dc2-a1a4-4f19-b43f-2e6738580ed4 · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Context-Enhanced Vulnerability Detection Based on Large Language Model Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.601884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f00cd93-fb78-4826-9b43-113a2e32f8f9 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.392852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8cdc48ea-dbe5-4642-8447-3d4be41d87d3 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.382380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c6bc5fa4-31a2-4eb3-a047-19dcbfa5e9dc · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.371731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aad32842-ca85-4591-991f-e5abf8f4bf39 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.619061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c275e20-08fc-48e2-b379-6ddb7ec29737 · outbound

This paper cites IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities.

Context-Enhanced Vulnerability Detection Based on Large Language Model IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.625955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f8c679e-df43-453c-a0fa-376672360e35 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.354670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2d36e4ec-0a95-4f61-8732-99bbb2c3b0c2 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.633208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57352b80-362a-4ac3-8be9-aaef5ff1a5bf · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.636923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f88db8a-12b1-4558-9f7a-4173c16fb05d · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.641054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25ab48e1-b169-4ecf-a922-f7d508dc6dd9 · outbound

This paper cites VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.

Context-Enhanced Vulnerability Detection Based on Large Language Model VulDeePecker: A Deep Learning-Based System for Vulnerability Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.645738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4201cd98-f978-413e-bf54-fea65837e22c · outbound

This paper cites Towards Explainable Vulnerability Detection with Large Language Models.

Context-Enhanced Vulnerability Detection Based on Large Language Model Towards Explainable Vulnerability Detection with Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.649127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2302a4c-0ce9-4af7-8183-4c2d0f00cd73 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.288256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 557a3143-3fa2-4a7d-855b-94151accc4a6 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.277649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3215ac95-baad-41c0-b25c-7cb1fe2d179a · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.156650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ecd27810-2742-4be5-930a-8bd49ddafa44 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.666364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1df6718-c5d2-4dcd-a3fc-cf6ddf5adb37 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.671115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50bd11c7-588e-424d-99ff-a4a16d534d3f · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.040660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 26e7e729-6fb5-4c00-b959-2328e71b749f · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 37

Resolution: verified exact; raw_fallback, observed 2026-08-16T10:58:19.399205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fc62acee-5b20-4980-9d0f-263b89423648 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.682544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21ae7ac3-f4bc-4de5-9ccc-077e34d53322 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.030020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f83cc42f-582e-4cf7-a702-a95b43b33a00 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.689506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7e65df-5cea-4d63-9628-d630acf4fcac · outbound

This paper cites Barr, and Wei Le.

Context-Enhanced Vulnerability Detection Based on Large Language Model Barr, and Wei Le

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.693346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafae9c9-14b8-40ab-9e8f-7610a223f44d · outbound

This paper cites To Err is Machine: Vulnerability Detection Challenges LLM Reasoning.

Context-Enhanced Vulnerability Detection Based on Large Language Model To Err is Machine: Vulnerability Detection Challenges LLM Reasoning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.701503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c69c80e-af0f-4f19-b05e-2014c1f59751 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:20.006381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 20333ae2-f35e-4799-8884-58d4ee1ca2d5 · outbound

This paper cites How Does In-Context Learning Help Prompt Tuning?.

Context-Enhanced Vulnerability Detection Based on Large Language Model How Does In-Context Learning Help Prompt Tuning?

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.710313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d6c6db7-bef0-47f6-9f87-e08253539812 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.715106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d00d0fc8-f785-4ff4-b08d-c0a9e1ccea71 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.996009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6a32f67-9bb9-4e2e-ad45-6f266050dbab · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Context-Enhanced Vulnerability Detection Based on Large Language Model LLaMA: Open and Efficient Foundation Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.722887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a39e35-7d8e-4bd7-8e41-a3c28941ccf1 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.726613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2c3674-21e8-4e97-b4a9-56caf7372371 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.729808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1d47dc-410c-4301-877c-339a601c0eb1 · outbound

This paper cites VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection.

Context-Enhanced Vulnerability Detection Based on Large Language Model VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.733170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c574b23b-476d-4367-a423-08e85d75c162 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.977162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a91c255-7138-4dcc-94a5-31196c154598 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.739608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696ea3e7-4cf4-4bcb-8dd7-f3df7f170c88 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.861002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3e5054be-d696-40f8-a58c-db740157cf30 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.746937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faf5b7fb-32aa-41ba-8df3-34d17f149f95 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.750536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acea9fb-d83e-47d5-b263-4e88b1befcfa · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.849525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c4e7fd97-7563-447c-9712-103fa76a752c · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.757994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c149e6a6-dd4a-4bfe-854a-d8d59eac129e · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.838732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 37a1fa61-0ab3-440d-af7d-2ff4f507ab13 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T10:58:18.765006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4860dfb5-70c3-42ca-8709-ec247b374937 · outbound

This paper cites an unresolved cited work.

Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:58:19.827338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f81fcc7b-6b81-418f-b199-0abbc68893bd · outbound

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

Context-Enhanced Vulnerability Detection Based on Large Language Model Comparison of Static Application Security Testing Tools and Large Language Models for Repo-level Vulnerability Detection

Reference 61

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Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 62

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Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 63

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Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 64

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Context-Enhanced Vulnerability Detection Based on Large Language Model Unresolved cited work

Reference 65

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This paper cites To Err is Machine: Vulnerability Detection Challenges LLM Reasoning.

Context-Enhanced Vulnerability Detection Based on Large Language Model To Err is Machine: Vulnerability Detection Challenges LLM Reasoning

Reference 2024

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Pith citing papers

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A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards cites this paper.

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards Context-Enhanced Vulnerability Detection Based on Large Language Model

Reference 163

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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 Context-Enhanced Vulnerability Detection Based on Large Language Model

Reference 42

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