Paper Citation Record · LEDGER

Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2406.11147.

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

pith.paper-citation-record.v1
2406.11147 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 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 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:31:14.258075Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:09:37.554546Z

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 34a41d9d-dc2b-4763-8adf-1a8829bc8814 · inbound

Large Language Model-Based Agents for Software Engineering: A Survey cites this paper.

Large Language Model-Based Agents for Software Engineering: A Survey Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 131

Resolution: verified exact; arxiv_id, observed 2026-05-17T12:35:48.353941Z

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 cf22527d-4c52-494f-8759-111d61797a63 · inbound

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation cites this paper.

Exploring the Security Threats of Knowledge Base Poisoning in Retrieval-Augmented Code Generation Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T05:31:14.258075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2010c25-2c11-4a26-8d0a-c1178d120459 · inbound

LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights cites this paper.

LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T13:58:13.740758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10b548e0-d17b-4400-aecc-bafd2220cf1b · inbound

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution cites this paper.

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:50.059184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8c38813-33d0-455c-8401-cc78ef3aa65d · inbound

VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries cites this paper.

VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:22:59.527079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a6675b1-0cbb-4c29-af18-eb1b8399ae1e · inbound

Minimizing False Positives in Static Bug Detection via LLM-Enhanced Path Feasibility Analysis cites this paper.

Minimizing False Positives in Static Bug Detection via LLM-Enhanced Path Feasibility Analysis Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:35:13.639770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529fe8fa-127c-4702-96e1-48a5cc406ef3 · inbound

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study cites this paper.

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:07:55.664322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bb763a-a0a8-4c26-b822-015755f801cb · inbound

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis cites this paper.

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:19:09.495629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3bf7ea5-028b-4de3-bc7f-51cfecd46a76 · inbound

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols cites this paper.

iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:24:00.700167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06fc84a-abb2-4225-bcdf-a91ab55c844c · inbound

Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization cites this paper.

Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:32:50.027750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7932f052-e82c-4290-b8e2-839fd9d940b3 · inbound

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs cites this paper.

Multi-Modal Requirements Data-based Acceptance Criteria Generation using LLMs Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:34:14.426103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4380d0-7473-4af1-af46-dd67c913909d · inbound

Enhancing Semantic Understanding in Pointer Analysis using Large Language Models cites this paper.

Enhancing Semantic Understanding in Pointer Analysis using Large Language Models Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T14:20:15.220319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e258a32b-9674-456b-86af-d81ef323b6c5 · inbound

WALL: A Web Application for Automated Quality Assurance using Large Language Models cites this paper.

WALL: A Web Application for Automated Quality Assurance using Large Language Models Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T18:33:55.082390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bee74696-64fc-45e0-b08f-8fd9d0404e7a · inbound

Large Language Models for Security Operations Centers: A Comprehensive Survey cites this paper.

Large Language Models for Security Operations Centers: A Comprehensive Survey Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-04T17:32:21.169191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93df96fe-b9f1-4a3f-afaf-3edc48e01adf · inbound

QuiLL: An LLM-Based Vulnerability Assessment Framework for the Wild cites this paper.

QuiLL: An LLM-Based Vulnerability Assessment Framework for the Wild Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-18T11:01:17.215843Z

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 4b62ddb8-dd11-4f10-aa34-a294521b2f08 · inbound

Knowdit: Agentic Smart Contract Vulnerability Detection with Auditing Knowledge Summarization cites this paper.

Knowdit: Agentic Smart Contract Vulnerability Detection with Auditing Knowledge Summarization Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T17:39:42.764726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc65e28-e3b4-4c27-b29a-338f825f4e65 · inbound

AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection cites this paper.

AnyPoC: Universal Proof-of-Concept Test Generation for Scalable LLM-Based Bug Detection Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:31:02.134435Z

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 9f83c4ae-587b-4c38-8fa6-0b41aaba4848 · inbound

Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis cites this paper.

Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:30:45.176950Z

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 120b2042-376c-488d-8a15-8eefdcc9fefd · 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 Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T09:18:10.097482Z

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 afe2e043-71ed-496a-9a51-85c6953c3825 · inbound

FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction cites this paper.

FuzzingBrain V2: A Multi-Agent LLM System for Automated Vulnerability Discovery and Reproduction Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:44:46.407482Z

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 190fbd04-75a5-47fc-a579-bb2845c3d333 · inbound

Comprehensive AI governance requires addressing non-model gains cites this paper.

Comprehensive AI governance requires addressing non-model gains Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 30

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:15:31.630523Z

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 258a3fbb-fd7e-480f-b2d3-01a65f041a1e · inbound

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis cites this paper.

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:38:05.385520Z

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 35c3bf0c-8732-4705-bd8b-a3eb8d192fdb · inbound

Evaluating LLMs for Real-World Web Vulnerability Detection cites this paper.

Evaluating LLMs for Real-World Web Vulnerability Detection Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:09:37.558894Z

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 8ba24850-c8b9-4ead-9358-d069b1cd737c · 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 Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:13:50.073699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.