Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:18:51.064654Z
Paper Citation Record · LEDGER
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2501.16393.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-18T18:04:09.528381Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T18:06:42.932029Z
Reference resolution
37 of 37 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c5041410-5e3d-434b-907f-e7bde497228f · outbound
This paper cites Akoglu, H.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Akoglu, H
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.628707Z
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 34bc9b9a-80ee-473c-b012-dfd9868ee1a8 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.618161Z
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 025ed55f-ed61-422a-987e-4b9690f7412b · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.607327Z
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 71b0f398-e9f8-4bb3-8533-8e981cd6e7da · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.596378Z
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 bfabaa46-d692-464c-a4e3-36353a08d480 · outbound
This paper cites Chong, Y.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Chong, Y
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.584553Z
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 f6095307-0f8b-4e60-b797-3818a18e6a5d · outbound
This paper cites Cyber incident response to public safety answering points: A state’s perspective.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Cyber incident response to public safety answering points: A state’s perspective
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.573078Z
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 df939168-cf1f-4a3e-b5cc-174483b0b6f8 · outbound
This paper cites Internet crime report 2023.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Internet crime report 2023
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.560056Z
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 f3deedf1-9b4d-44b9-9811-0fb26af8a064 · outbound
This paper cites Guastalla, Y.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Guastalla, Y
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.548079Z
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 cd192560-0112-4576-bfea-7e1704c0d7d7 · outbound
This paper cites He and Y.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning He and Y
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.534905Z
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 1b649818-2e07-44c1-9419-79ea53fe9145 · outbound
This paper cites Hogan, E.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Hogan, E
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.521191Z
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 ae85e804-cec4-422f-a8d2-cd67dcc0c288 · outbound
This paper cites Huang, Y.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Huang, Y
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.507164Z
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 b0cd8bcc-2967-4456-899a-1f90c895629c · outbound
This paper cites Janev, D.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Janev, D
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.495593Z
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 05a0f016-3202-494c-a374-5c4179dec320 · outbound
This paper cites Jarnac, M.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Jarnac, M
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.482138Z
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 b4c3ca82-eae6-4882-a312-36d878d779a5 · outbound
This paper cites Kalyuzhnaya, S.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Kalyuzhnaya, S
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.467976Z
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 be6045dd-43ce-4f86-a421-e586bc3ef8d7 · outbound
This paper cites Lindauer.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Lindauer
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:50.971580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac430bee-42c5-40fe-9eed-3599ec232c69 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.454958Z
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 e66a2c46-c79b-498b-b795-bb2bc0c9ee03 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.443172Z
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 43f07b3a-8ca9-497a-80a9-a23b812aee43 · outbound
This paper cites Ni and M.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Ni and M
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.430944Z
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 2030ef9c-e5bc-477b-82ba-d26aa5fcbc7d · outbound
This paper cites Gpt-4 technical report, 2023.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Gpt-4 technical report, 2023
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.418426Z
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 771521ed-2d3c-4971-8d1a-13141527b626 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:50.991650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c200f44-5c3a-4a07-b0eb-b276cc107ed2 · outbound
This paper cites TINKER: A framework for Open source Cyberthreat Intelligence.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning TINKER: A framework for Open source Cyberthreat Intelligence
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:50.995632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4427a15e-0e14-4009-99d3-7e11de7d8880 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.397063Z
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 8c29ce56-8b6c-4089-b634-9b66184abc45 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.384239Z
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 966b1ba7-22f2-4cad-9e52-738b37df072d · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.371713Z
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 c1989845-16ce-443a-967a-bb0509215682 · outbound
This paper cites Steck, C.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Steck, C
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.358031Z
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 58e32d96-988e-4aaf-9b24-46722075d691 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.345599Z
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 52ab2e61-a8a3-4f31-81ce-2e96ae4a6967 · outbound
This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:51.022145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f19f741c-87be-435f-b222-e8ab98eb5085 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.333979Z
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 cf0d57df-4a05-42b2-92d8-90e9b148a074 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 29
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-10T14:18:51.214712Z
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 690e1cd1-9312-4446-a81c-5c97abaac90b · outbound
This paper cites Zhang, H.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Zhang, H
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.321536Z
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 046af511-0e42-45af-8df9-b9f62284eff6 · outbound
This paper cites Zhang, J.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Zhang, J
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.306870Z
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 89bcfa41-f33d-4857-b6c9-ee655a3b8d05 · outbound
This paper cites Zhang, T.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Zhang, T
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T14:18:51.293225Z
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 6db75fec-a591-491d-8953-02dad907754f · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.278058Z
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 d55d526b-9b85-47f1-9e69-ed56a2ad94f8 · outbound
This paper cites A Survey of Large Language Models.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning A Survey of Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:51.052921Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a79f08-78f8-415c-bd29-7e504955a7a1 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.266065Z
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 6939a49d-e6cf-41c8-bb93-2b8ae94b5d0c · outbound
This paper cites Foundations of Cyber Resilience: The Confluence of Game, Control, and Learning Theories.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Foundations of Cyber Resilience: The Confluence of Game, Control, and Learning Theories
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T14:18:51.060387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5be7a0c1-f507-44e6-89d2-9cd379e65c89 · outbound
This paper cites an unresolved cited work.
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T14:18:51.254300Z
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
Observation e2d03f9b-d643-4171-a99b-7dc976ae9587 · inbound
Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities cites this paper.
Neuro-Symbolic AI for Cybersecurity: State of the Art, Challenges, and Opportunities Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T18:06:42.935073Z
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.