Paper Citation Record · LEDGER

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques

As of 23 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2411.08359.

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

pith.paper-citation-record.v1
2411.08359 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:44:06.576965Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T22:24:38.056657Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T22:28:37.191470Z

Reference resolution

53 of 53 outbound references displayed

verified exact1
verified fuzzy7
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 252e259f-f93b-42be-ac9a-f5d7bcffede4 · outbound

This paper cites APT-C-36 (Blind Eagle) Recent Attack Techniques Analysis.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques APT-C-36 (Blind Eagle) Recent Attack Techniques Analysis

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.697226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b7c3a93b-cb56-42e5-81f5-485a0905bc5c · outbound

This paper cites APT-C-36: From NJRat to APT-C-36 Attack Chain Analysis.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques APT-C-36: From NJRat to APT-C-36 Attack Chain Analysis

Reference 2

Resolution: verified exact; raw_fallback, observed 2026-08-12T21:44:06.941666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f9740c60-d4d4-48d9-8648-d760e9763860 · outbound

This paper cites Atomic Red Team.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Atomic Red Team

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.681176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3f7ac6b4-87f5-40fb-8c32-765d6c4a8d36 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.664675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0009f364-8853-4a24-b2f4-76434be3e14f · outbound

This paper cites Blind Eagle APT-C-36 Targets Colombia.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Blind Eagle APT-C-36 Targets Colombia

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.647340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dbc59d90-e1b8-4503-a991-01c39c6d3495 · outbound

This paper cites Language Models are Few-Shot Learners.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Language Models are Few-Shot Learners

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.339377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19109cca-ce32-4158-bcca-86dccd52633e · outbound

This paper cites CrowdStrike.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques CrowdStrike

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.630337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 908421d2-6f23-4faa-a403-84da404d3f09 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.612369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b3f46bf5-13ce-4ddf-84dd-fc0f8257df62 · outbound

This paper cites Event Tracing for Windows (ETW).

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Event Tracing for Windows (ETW)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.595971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c059e77b-e0d0-4e87-9013-d00be1776ba9 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.580584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 39f1b3c8-83de-499b-834d-1d07c3af5a93 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.564730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 28e7f4a9-1e82-4f76-93da-78a7de0806bb · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.549385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7e904011-c19d-4d40-aea9-05875ede6a7c · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.534231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 799035c0-eaf4-4b7e-aae8-b588c169ed48 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.519217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ac35aa9f-286d-4738-a1f7-00de211a80f3 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.503942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b2b2e2d6-ae3c-4b11-a911-1b97b2a5f0ed · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.488039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ca68526-c709-4f1a-95a5-3624ad56fcb3 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.471987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 067c443a-f293-42b0-86e3-b33df569b1dc · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.453360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6b435535-1428-4694-ab9b-1b71dcab5df1 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.437463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec7d3246-6e27-4e0c-b952-063ce54bc3d8 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.420011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e56d780b-63d2-4f0e-a2fb-9bf814fa0489 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.386187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4bb03805-0e30-4444-ac10-6ee4acf4ad89 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.370047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3dac48c4-e4e6-452c-86e4-c40c47cdd72f · outbound

This paper cites Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Automated Retrieval of ATT&CK Tactics and Techniques for Cyber Threat Reports

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.429606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c0ca530-3775-48c4-82c4-eceb443de153 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.354883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ed40f70c-ca7f-4fad-94d9-f5704363c086 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.339364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 20115eec-b898-40e0-b458-2ce6d2697394 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.323492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 76a11cbe-ca09-4cb2-8d26-c36e657510c9 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.307875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1df626d6-12b2-4ce0-be68-ae06fa2eaa1d · outbound

This paper cites POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques POIROT: Aligning Attack Behavior with Kernel Audit Records for Cyber Threat Hunting

Reference 28

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T21:44:06.834519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b9cc205-ed96-49b8-94dd-932e6dab823d · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.290635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3076c629-108e-44e3-a855-4dfe8f3eced6 · outbound

This paper cites MITRE ATTCK.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques MITRE ATTCK

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.273792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a06c2332-fb67-4880-85e2-83b0dfa594bb · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.249629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6936d90d-1bb1-4adf-8256-65310f3302de · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.232248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0ca06275-2b7d-47f6-9f13-422ec934caa6 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.216009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3df0e0ec-0c09-432f-99b7-2fb2cba414ef · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.199988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 337b0e71-3de0-4c53-b5d6-34e257ba9d99 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.180658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1d7d46cd-799b-47c4-a226-a7eab3f8daa5 · outbound

This paper cites Symantec.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Symantec

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T21:44:07.163653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e03ef941-c177-4596-b93c-2f46f18b8bdc · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.146309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 22db14ec-9ffc-4b9a-9abf-fd196fb31b9d · outbound

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

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.500411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6fc9643-3a62-48f9-a4b9-ad90ab9bb088 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.127704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 647b5433-0b12-4243-ad26-97941ae8ee9e · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.510156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28a2dab2-6303-4c0d-addb-c3c77e79a5f0 · outbound

This paper cites KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.515469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fab802-5c01-4312-b52c-f24326edb838 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.108202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5094fbd4-3429-411d-8cf0-63dd94a7078e · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.083509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9012b603-620b-4200-be3d-77fd91e320ee · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.063794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa03b76a-aa28-4478-a2f2-cc2ea0993a13 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.045881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 02c5d2e7-2e36-4ca3-b591-8dd01c78aff3 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.026132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aeca56a2-07c0-4b34-8b35-8b4210e2bd0b · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.007812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 585c0d06-e762-4f9a-a9d8-4144f35c224c · outbound

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

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T21:44:06.559930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98aa64a7-f293-4d09-bb94-6a310bef3fdb · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:06.990589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation af506fbe-6735-49ec-b111-ceaa96036d4e · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:06.973988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 51f8990c-498b-4e32-9872-2ef95c14b72c · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:06.958786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 888592d6-19d3-4f58-9509-8b3996f13098 · outbound

This paper cites an unresolved cited work.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques Unresolved cited work

Reference 2005

Resolution: unresolved; raw_fallback, observed 2026-08-12T21:44:07.403971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fb1f84e4-a46f-4caa-b6cb-680f4a55c3f6 · outbound

This paper cites LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature.

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature

Reference 2023

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T21:44:06.646590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

Observation 3e4f86dd-56e0-4b2d-a7e5-7fae1acab2f6 · inbound

The Procedural Semantics Gap in Structured CTI: A Measurement-Driven STIX Analysis for APT Emulation cites this paper.

The Procedural Semantics Gap in Structured CTI: A Measurement-Driven STIX Analysis for APT Emulation MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:28:37.193371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.