Paper Citation Record · LEDGER

Operationalizing Cyber Threat Intelligence with GraphRAG

As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.13050.

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

pith.paper-citation-record.v1
2608.13050 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:55:19.954520Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact5
verified fuzzy4
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e344c1c-57a1-40cc-bbf1-6cc7bf6589a4 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.723845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9bec734-2264-4182-a71e-03ad2331f193 · outbound

This paper cites SecureBERT: A Domain-Specific Language Model for Cybersecurity.

Operationalizing Cyber Threat Intelligence with GraphRAG SecureBERT: A Domain-Specific Language Model for Cybersecurity

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.729436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c05b1bd8-e3c1-49b9-af0c-4e61c4224ad0 · outbound

This paper cites Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI.

Operationalizing Cyber Threat Intelligence with GraphRAG Looking Beyond IoCs: Automatically Extracting Attack Patterns from External CTI

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:55:20.542342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d89408e4-dfde-4708-90b0-cca35c991808 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:21.045605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf45008d-d106-4799-ae98-edea825c65b1 · outbound

This paper cites Evaluating LLM Generated Detection Rules in Cybersecurity.

Operationalizing Cyber Threat Intelligence with GraphRAG Evaluating LLM Generated Detection Rules in Cybersecurity

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:55:20.517974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 722bcae0-ec02-448d-b030-64973bf01771 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:21.029504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f7764d6f-683e-44ac-a456-bd9b5dfbdf53 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.757114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b289906-bb84-4e91-ad38-32eb5519a1b1 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 8

Resolution: verified exact; raw_fallback, observed 2026-08-15T17:55:20.485623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1c996d19-5dbf-4cd8-9701-3fb1fee22ab3 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.986125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6694597-d5b3-42e6-844c-9afefaae06c2 · outbound

This paper cites CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models.

Operationalizing Cyber Threat Intelligence with GraphRAG CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.782678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf5fdaa-baed-4459-a159-354e701cc40d · outbound

This paper cites Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps.

Operationalizing Cyber Threat Intelligence with GraphRAG Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.787984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6582e53c-92b9-46dc-9ef2-97257c1c151a · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.952633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d88dc007-6b54-45f8-91af-9f0823e9f34f · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.936768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aaeb2d6b-877c-4bd9-83c3-5d8746fd598e · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.920589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cd8b33d6-cb1b-489e-a337-947f39f7fbf7 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Operationalizing Cyber Threat Intelligence with GraphRAG From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.808401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e00ad1d8-b638-445f-8eb0-7b0b4ab14c4a · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.903375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be0d618c-47c2-41c5-b263-645e5c8ec471 · outbound

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

Operationalizing Cyber Threat Intelligence with GraphRAG Large Language Models for Security Operations Centers: A Comprehensive Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.819387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e044fe5-349d-4449-a139-3cdbbcac0b99 · outbound

This paper cites Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval.

Operationalizing Cyber Threat Intelligence with GraphRAG Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:55:20.320556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7d36405a-fbe1-407b-a563-234187dac7c1 · outbound

This paper cites Retrieval-Augmented Generation with Graphs (GraphRAG).

Operationalizing Cyber Threat Intelligence with GraphRAG Retrieval-Augmented Generation with Graphs (GraphRAG)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.829163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29362eb3-bfc8-4fab-b531-1bdc5600174e · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 20

Resolution: verified exact; raw_fallback, observed 2026-08-15T17:55:20.268781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef1decd1-de8e-4190-8d48-3a094e4ce22b · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.888270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation accf0d97-47c7-47d8-b271-ef4feef86629 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.844266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f200db-a1a6-4c1c-ab91-929adb2e5645 · outbound

This paper cites Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report.

Operationalizing Cyber Threat Intelligence with GraphRAG Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.850080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 186e363d-d108-4b14-9269-7051762155a8 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.861370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8d4fa3f-56fa-481b-a3f8-083632b84f5b · outbound

This paper cites Ardian, Elmar Kiesling, and Andreas Ekelhart.

Operationalizing Cyber Threat Intelligence with GraphRAG Ardian, Elmar Kiesling, and Andreas Ekelhart

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:55:20.828844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 57880470-3813-419c-830b-f557f2b0a029 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.813539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 54cf7eee-c19a-4534-b236-a7937f9fb732 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.844532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b7999559-4527-4d11-a19c-0c5e8ac66d3d · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.783644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 38161526-3d1c-4ee6-ba83-c08801fb6a39 · outbound

This paper cites Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting.

Operationalizing Cyber Threat Intelligence with GraphRAG Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.885565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8544a9-e0b4-4625-b2ca-38cb6489fbad · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.798046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5670c776-e653-4df0-a56b-371b5eb6b130 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.768908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c870812c-f8ec-48bc-89b8-a1e4c97cfa04 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.752022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99c86917-8637-4fe0-8ecd-4a147396ca61 · outbound

This paper cites FALCON: Transforming Cyber Threat Intelligence into Deployable IDS Rules with Self-Reflection.

Operationalizing Cyber Threat Intelligence with GraphRAG FALCON: Transforming Cyber Threat Intelligence into Deployable IDS Rules with Self-Reflection

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.890264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042b2fef-e318-4c57-a591-aa90b2a5dc77 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.715603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24d14fbc-3933-43b5-92fe-fbd747fd07f5 · outbound

This paper cites Towards Automated Classification of Attackers' TTPs by combining NLP with ML Techniques.

Operationalizing Cyber Threat Intelligence with GraphRAG Towards Automated Classification of Attackers' TTPs by combining NLP with ML Techniques

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.915398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cee7b268-3394-4e36-bd7b-2b001e4cc510 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.734471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0be1e2d2-bd1d-4a77-8314-6d7b5018d3fd · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.680523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4436cf50-7bee-49f6-9673-48a093442fe3 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.935287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 515d9995-16fa-4b17-bc37-deeba8955cac · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:55:20.698114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 67f209a6-86a3-4f22-a261-a3459b67c732 · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

Operationalizing Cyber Threat Intelligence with GraphRAG Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:55:20.662374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f3eb3dff-3211-4e7b-b224-5c7ba430921c · outbound

This paper cites AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models.

Operationalizing Cyber Threat Intelligence with GraphRAG AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.949658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4078df5e-604b-4806-b930-708b6f86f082 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Operationalizing Cyber Threat Intelligence with GraphRAG Xing, Hao Zhang, Joseph E

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.954520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2343c3cf-78c8-4171-92f5-c2636a48efb0 · outbound

This paper cites an unresolved cited work.

Operationalizing Cyber Threat Intelligence with GraphRAG Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.939644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2287c1b-177b-4f61-8891-ed364ef2d27e · outbound

This paper cites LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI.

Operationalizing Cyber Threat Intelligence with GraphRAG LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T17:55:19.925438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92617289-043e-4fca-945a-5c0fa10c087d · outbound

This paper cites InProceedings of the 34th USENIX Security Symposium.

Operationalizing Cyber Threat Intelligence with GraphRAG InProceedings of the 34th USENIX Security Symposium

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:55:21.002291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6af30596-de5d-4f5e-9303-b9be52966c90 · outbound

This paper cites InProceedings of the 4th International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT).

Operationalizing Cyber Threat Intelligence with GraphRAG InProceedings of the 4th International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT)

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:55:20.969514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.