Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:58.891888Z
Paper Citation Record · LEDGER
AI/ML for 5G and Beyond Cybersecurity
As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2505.18402.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
16 of 16 outbound references displayed
- verified exact2
- verified fuzzy6
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e49d83f3-742b-4137-ab33-4593d7ca854c · outbound
This paper cites 6G White Paper on Edge Intelligence.
AI/ML for 5G and Beyond Cybersecurity 6G White Paper on Edge Intelligence
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:57.287979Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54cab541-cd97-46a8-85c8-7c01083f96be · outbound
This paper cites Survey on 6G frontiers: Trends, applications, requirements, technologies and future research,.
AI/ML for 5G and Beyond Cybersecurity Survey on 6G frontiers: Trends, applications, requirements, technologies and future research,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:01.447425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a0d5290-3ce2-499a-9b04-2e8979ddecde · outbound
This paper cites 6G White paper: Research challenges for Trust, Security and Privacy.
AI/ML for 5G and Beyond Cybersecurity 6G White paper: Research challenges for Trust, Security and Privacy
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:57.754739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a94a45ab-ef0c-4896-b580-928a9259ff49 · outbound
This paper cites an unresolved cited work.
AI/ML for 5G and Beyond Cybersecurity Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:34:01.258563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5731fc38-1b5b-4a1a-b063-9b6d8cd1db95 · outbound
This paper cites Non-Chiral S-Matrix of N=4 Super Yang-Mills.
AI/ML for 5G and Beyond Cybersecurity Non-Chiral S-Matrix of N=4 Super Yang-Mills
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:58.091311Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3deaa095-b213-4015-b101-3d7847b7f287 · outbound
This paper cites A survey: Distributed Machine Learning for 5G and beyond.
AI/ML for 5G and Beyond Cybersecurity A survey: Distributed Machine Learning for 5G and beyond
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:00.810966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0dd50e08-89a4-416b-b0ac-320f19096699 · outbound
This paper cites https://doi.org/10.1007/978-981-16-4625-6_87 [Ioannou 2022] Ioannou, I., Christophorou, C., Vassiliou, V., & Pitsillides, A.
AI/ML for 5G and Beyond Cybersecurity https://doi.org/10.1007/978-981-16-4625-6_87 [Ioannou 2022] Ioannou, I., Christophorou, C., Vassiliou, V., & Pitsillides, A
Reference 792
- Resolution
- verified exact
- doi, observed 2026-08-07T14:33:59.099676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fb69437a-0cc0-4114-a186-ead4a509cec7 · outbound
This paper cites Security and privacy for 6G: A survey on prospective technologies and challenges.
AI/ML for 5G and Beyond Cybersecurity Security and privacy for 6G: A survey on prospective technologies and challenges
Reference 1122
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T14:33:59.624242Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 228f9553-3e44-4617-bc0e-e87e33fc3d1a · outbound
This paper cites Network Traffic Anomaly Detection Using Recurrent Neural Networks.
AI/ML for 5G and Beyond Cybersecurity Network Traffic Anomaly Detection Using Recurrent Neural Networks
Reference 1701
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:33:59.330745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e3e151b-50d3-45ba-8d00-1a1b61c79a6d · outbound
This paper cites (1999, November).
AI/ML for 5G and Beyond Cybersecurity (1999, November)
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:00.136786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2828dff3-f91f-4002-add6-ac1d56d7b054 · outbound
This paper cites an unresolved cited work.
AI/ML for 5G and Beyond Cybersecurity Unresolved cited work
Reference 2018
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:34:00.376705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c346cd1-edcd-4471-91f4-77625eb488cb · outbound
This paper cites an unresolved cited work.
AI/ML for 5G and Beyond Cybersecurity Unresolved cited work
Reference 2020
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:34:00.638137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7599c1c6-8750-453e-976c-8cc5e3d8128c · outbound
This paper cites Major Security Challenges in 5G Network.
AI/ML for 5G and Beyond Cybersecurity Major Security Challenges in 5G Network
Reference 2021
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T14:33:59.905923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 90d871f3-ed70-4b7d-831e-a49c4207e873 · outbound
This paper cites Huang, W.
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:01.019697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1928e147-f826-48a0-92a7-3ccead6433d7 · outbound
This paper cites 5G Security Threat Assessment in Real Networks.
AI/ML for 5G and Beyond Cybersecurity 5G Security Threat Assessment in Real Networks
Reference 3819
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:01.817812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a95be57a-2e05-429b-b58d-35ba7e81a53b · outbound
This paper cites Towards 6G wireless communication networks:Vision, enabling technologies, and new paradigm shifts,.
AI/ML for 5G and Beyond Cybersecurity Towards 6G wireless communication networks:Vision, enabling technologies, and new paradigm shifts,
Reference 5524
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:34:01.647512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Pith citing papers
No inbound Pith citation observations are available.