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Paper Citation Record · LEDGER

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense

As of 13 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2411.15672.

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

pith.paper-citation-record.v1
2411.15672 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:04:08.462281Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c259caa6-24fd-4302-acea-c3ece2a5cde1 · outbound

This paper cites Autonomous intelligent cyber defense agent (aica).

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Autonomous intelligent cyber defense agent (aica)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.646853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.405977Z digest=sha256:04dd2b0f62a663810dfc1b95d1b7519b5b158565570c8968e195ad6341e5148b

Observation 04ad8799-0112-43b8-8e73-fa1cf7122fab · outbound

This paper cites Adaptation techniques for intrusion detection and intrusion response systems,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Adaptation techniques for intrusion detection and intrusion response systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.637714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.409711Z digest=sha256:ef01cb98258c0b80400f18f05a43f1e83e5ed60e9daba4701276f944ade46d33

Observation 33b84d24-869c-4ad1-addc-ed8328301036 · outbound

This paper cites irs-partition: An intrusion response system utilizing deep q-networks and system partitions,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense irs-partition: An intrusion response system utilizing deep q-networks and system partitions,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.628663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.412349Z digest=sha256:9bf367bdf554965f05e0a94c07f9df66c6fe3df7ecabeda86b8a863180f9c932

Observation 764cf709-9062-4ae4-ba82-0b6e358505ef · outbound

This paper cites Use of Graph Neural Networks in Aiding Defensive Cyber Operations.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Use of Graph Neural Networks in Aiding Defensive Cyber Operations

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:04:08.415021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:04:08.415021Z digest=sha256:bb8e90dba153f6caa466491201d35cf5d5d0ed12420da35409f0673e0123dd90

Observation ee92acb5-86bf-4d2c-a370-b723bb49c87a · outbound

This paper cites The world of graph databases from an industry perspective,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense The world of graph databases from an industry perspective,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.619784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.418233Z digest=sha256:dbda0fb033ed7049616e68ce87c7bd82ce2aca49776bf3aea68c5d1f225c3eb6

Observation f1b24aef-f2fb-4ce9-9ee1-9bcaa3ae1de6 · outbound

This paper cites Cybersecurity vulnerability management: A conceptual ontol- ogy and cyber intelligence alert system,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Cybersecurity vulnerability management: A conceptual ontol- ogy and cyber intelligence alert system,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T14:04:08.420927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:04:08.420927Z digest=sha256:ef01db7aa90d344f2e163d2d25fb4d3abb533f49c075068bab5dffc0bdd34c6c

Observation 1e15b404-a72e-48fd-a76f-97008aa052a1 · outbound

This paper cites A cyber security ontology for smart city,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense A cyber security ontology for smart city,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.606931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.423716Z digest=sha256:7c8b889b38f53ad67298dd6fd4a48580d0a7e274b41c4d42255e545db5b5a68e

Observation 0ca65c3b-a036-4d56-bf36-8afb247578c0 · outbound

This paper cites An ontology-based security risk management model for information systems,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense An ontology-based security risk management model for information systems,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.599389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.426444Z digest=sha256:47f71e2b86dea274b80cace7a25f351194640f52bed71e9c2b8aa08a8cc0175a

Observation 2a44e68d-c310-437b-9eb8-a247d0aadf4b · outbound

This paper cites Combating fake cyber threat intelligence using provenance in cybersecurity knowledge graphs,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Combating fake cyber threat intelligence using provenance in cybersecurity knowledge graphs,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.591088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.429034Z digest=sha256:2a48739872866a21b9e728fd1205b341bbc86af4d73a9856ff7871c93df24977

Observation 15dd6976-b2e3-41fc-b078-ac909bcd62d7 · outbound

This paper cites Graph Database Fundamentals,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Graph Database Fundamentals,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.582412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.432166Z digest=sha256:6e0137ad1800a338a6156d723529352ac3acf91ad3228dc5cbd026375a3f3253

Observation 71721c7e-0172-4bf1-a07a-4fb4feb78e05 · outbound

This paper cites Graph Developer’s Guide for Property Graph,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Graph Developer’s Guide for Property Graph,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.573173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.435163Z digest=sha256:db9f37f61f59fe2c54316ba59742f09917db616f578f6303e9aad35f0915638f

Observation 8ea43b42-e4bc-429e-827b-dc399a1797c2 · outbound

This paper cites The property graph database model.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense The property graph database model

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.564809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.438305Z digest=sha256:915a363d9fe2623018f28939a4d5be9f8bea31133778a7f265a0c2ccee1879bd

Observation 84b6e6b9-a1da-48b0-b570-7b9d4c7d6ede · outbound

This paper cites Resource Description Framework (RDF),.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Resource Description Framework (RDF),

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.556923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.441436Z digest=sha256:4fdbd47c935882968d6603dc73c851096dd6a797b68e59320ee07996cb0ecbe8

Observation da54c2af-ac95-47c3-97f1-7dda4e0185ad · outbound

This paper cites The semantic web revisited,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense The semantic web revisited,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.549219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.444299Z digest=sha256:a213dcad726f9cb9feeb4a767ff87aa8030b62e4b164403e96ca89e26fcefe79

Observation 27d7d5aa-465c-4799-8b7a-c0cac93e5f57 · outbound

This paper cites Kott, Autonomous Intelligent Cyber Defense Agent (AICA): A Com- prehensive Guide.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Kott, Autonomous Intelligent Cyber Defense Agent (AICA): A Com- prehensive Guide

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.540817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.447437Z digest=sha256:cc77db9a50a65c311da1ddc0c198407dcc238b288ea5ff2284345b5bd3b8a231

Observation 5cded118-28df-4af0-afda-2d2093aeb666 · outbound

This paper cites The vision of autonomic computing,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense The vision of autonomic computing,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.531060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.450308Z digest=sha256:e537b56db2dc9ce106d1185c963a01dbbb5556a0ddb808c659f8338963bbaa4e

Observation 4e72d2bf-0ecb-4af5-b7b1-63218a250615 · outbound

This paper cites Pg-schema: Schemas for property graphs,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Pg-schema: Schemas for property graphs,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.521720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.453244Z digest=sha256:0bd3355680e49b4157ef41f71be0f1607ed7683db8055da196af98ebd7c44c6a

Observation 67e4cec7-8ae6-4c57-b833-7e297ff3b4b4 · outbound

This paper cites Knowledge Graphs: RDF or Property Graphs, Which One Should You Pick?.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Knowledge Graphs: RDF or Property Graphs, Which One Should You Pick?

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.512152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.456253Z digest=sha256:6ff9b6dd0bf51fde437113595295bad112831af526ed9504730eb7230dfa6695

Observation d8a6ebf0-0978-433d-a6d0-ea7d8290194f · outbound

This paper cites Graph pattern matching in gql and sql/pgq,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Graph pattern matching in gql and sql/pgq,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.503318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.459216Z digest=sha256:f2445f6d650f99e15bfd13ec8c4fd399585d25375372caf1fc048ceb45ddb77f

Observation 12726625-f96d-4f35-81ed-392c90c5aaae · outbound

This paper cites Neo4j: Graphs for Everyone,.

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense Neo4j: Graphs for Everyone,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:04:08.494894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-12T14:04:08.462281Z digest=sha256:9763848dbdaf3dce46703dd9d291d8336d473769e13b82605c5cfca8a2a4b4bd

Pith citing papers

No inbound Pith citation observations are available.