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Paper Citation Record · LEDGER

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security

As of 18 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 2 inbound Pith citation observations for arXiv:2508.05707.

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

pith.paper-citation-record.v1
2508.05707 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:41:02.930165Z

measured 27 of 27 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-02T10:26:41.609641Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T10:26:51.393181Z

Reference resolution

25 of 25 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed81e4a8-bdd3-4332-be4f-08bb63a78f13 · outbound

This paper cites Efficient Intrusion Detection using Extreme Gradient Boosting,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Efficient Intrusion Detection using Extreme Gradient Boosting,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.536927Z

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.

source=pdf_text observed=2026-08-05T23:41:02.825505Z digest=sha256:f054100b5e75592b02faecfb76edaa2bf880a16ea03962204e6527079d03b141

Observation 262e13eb-28a9-40cf-a104-30dc0f9be06d · outbound

This paper cites Machine Learning Based Anomaly Detection for 5G Advanced Advanced Networks,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Machine Learning Based Anomaly Detection for 5G Advanced Advanced Networks,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.523221Z

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.

source=pdf_text observed=2026-08-05T23:41:02.830497Z digest=sha256:88649537dbcee77d3f95b666f65facea4cd8b5f9c4a0f0192b83223cb749429a

Observation f95b50b5-6395-4d89-8f90-70e5feefbafe · outbound

This paper cites Machine Learning-Based Intrusion Detection for UA V Cellular Networks,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Machine Learning-Based Intrusion Detection for UA V Cellular Networks,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.507662Z

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.

source=pdf_text observed=2026-08-05T23:41:02.835051Z digest=sha256:125d9783430c045f92462968ded3875939b08f0e316f7162b81de8cbd41931d9

Observation 558096d0-5c5a-4939-b3f8-b4d6bc32fdef · outbound

This paper cites Rapid Classification of Network Attacks using Random Forest,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Rapid Classification of Network Attacks using Random Forest,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.494179Z

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.

source=pdf_text observed=2026-08-05T23:41:02.839632Z digest=sha256:6b18eea1549e8623c8c09b730fe53d15b7a85082e46424e972a5cd182cd5bf6d

Observation ece20523-2536-4bfa-bd39-af9e0dabdd8c · outbound

This paper cites Deep Learning Approaches for Cybersecu- rity in 6G Networks,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Deep Learning Approaches for Cybersecu- rity in 6G Networks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.480646Z

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.

source=pdf_text observed=2026-08-05T23:41:02.844429Z digest=sha256:7ccc59ea5282b41e7a73d7f12a8fe144e2f91e828c2e005cfe145843bb7c73f2

Observation d8554292-58b9-4311-8a82-675952c2efbe · outbound

This paper cites Transformer-Based Models for Detecting Low-Rate DDoS Attacks in NTN,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Transformer-Based Models for Detecting Low-Rate DDoS Attacks in NTN,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.466462Z

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.

source=pdf_text observed=2026-08-05T23:41:02.848805Z digest=sha256:442b1bd300af441aebd16dc3275703820ff3464e72ae8d95d1f64a1b81cd4d88

Observation e7226e74-79f6-4283-ba1d-31097e821a08 · outbound

This paper cites Comprehensive Study of 6G NTN Security Challenges,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Comprehensive Study of 6G NTN Security Challenges,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.451921Z

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.

source=pdf_text observed=2026-08-05T23:41:02.854068Z digest=sha256:223f17331d4d38862f6f5e9fc823b805a66b857ad88cd310facd056670f1f41f

Observation c8065c47-f0c4-4fdc-9411-1eebbf302fbb · outbound

This paper cites Hybrid Machine Learning Approaches for Network Security in NTNs,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Hybrid Machine Learning Approaches for Network Security in NTNs,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.437964Z

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.

source=pdf_text observed=2026-08-05T23:41:02.858916Z digest=sha256:76425cdba2df95adbd0df59339a4428a8e90490bb03a15e0d2ee81b0502f638b

Observation d3ec502c-ee19-4d5c-84ec-c9b34054b44d · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.423148Z

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.

source=pdf_text observed=2026-08-05T23:41:02.863014Z digest=sha256:3a0d50a79e9f7779e1ac30ed9f1b89b7d74f49dea0925ca7d2ee4a7538e0d7f3

Observation 564eb538-1809-47bc-841d-5a0d9b680dc3 · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.409559Z

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.

source=pdf_text observed=2026-08-05T23:41:02.866894Z digest=sha256:263bcd57b53c8d6ce1db26f94282fe6e41b51b0f3eccc6ffa442f1157f361717

Observation bd6b7a6a-0921-41a2-b546-0fb5b142f3f1 · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.395587Z

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.

source=pdf_text observed=2026-08-05T23:41:02.870867Z digest=sha256:c10e7f28210fb99452a02a616776ece0454cb507b9f115d35cf9a89de3de3120

Observation ff7e728e-3c9f-4f96-9919-17f1dccf734b · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.381261Z

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.

source=pdf_text observed=2026-08-05T23:41:02.875240Z digest=sha256:25c61c2779e87fa8ae12eb0bdc7a61587169ec89181a2b15468eb832289b6c8e

Observation d95b6bae-94f3-4d0f-bfff-881066df512e · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.366977Z

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.

source=pdf_text observed=2026-08-05T23:41:02.879668Z digest=sha256:e90141c43fe8cd5327bce309210a52a844fa50a2dfd845416ee66d38f60ca085

Observation fffe39de-eb96-4f00-9bae-f3159be5303b · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.352137Z

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.

source=pdf_text observed=2026-08-05T23:41:02.883952Z digest=sha256:2300e438d2f9901e0f22595b8767dde6fb6ffeabf6e56fd63f2a3b046b423ebd

Observation 2c6592d6-b1cb-46d3-a223-b3772d28dba7 · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.337742Z

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.

source=pdf_text observed=2026-08-05T23:41:02.887942Z digest=sha256:f0d48b3cbd2dca30065e48231e5a9e15f9c55ea1d3f455caf51cf2e45d0db655

Observation 76ecde5f-0360-428c-a937-c9fc9d1d7375 · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.323836Z

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.

source=pdf_text observed=2026-08-05T23:41:02.891770Z digest=sha256:f5d86f0793445c5e454067b594fd878467e3e777f2514d1e96d5dd3ef4bea045

Observation f2e640e3-2ef1-42cf-9dae-3c0702ad241e · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 17

Resolution
verified exact
raw_fallback, observed 2026-08-05T23:41:03.249816Z

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.

source=pdf_text observed=2026-08-05T23:41:02.895610Z digest=sha256:73c9361a39d95693428bb9aa776c787666bd7c0bb798dd2d61097c4081aa8b43

Observation 2dc31012-ed00-4119-b43b-c25ed12f4fba · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T23:41:03.308801Z

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.

source=pdf_text observed=2026-08-05T23:41:02.899929Z digest=sha256:a9592aaebaf87073b1d9ca4d274c9d60a83127b977d842580a5c943cf849fd0f

Observation 57ad112e-118a-4358-a717-4c9bcb7bb5c9 · outbound

This paper cites 6G White paper: Research challenges for Trust, Security and Privacy.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security 6G White paper: Research challenges for Trust, Security and Privacy

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:41:03.167150Z

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.

source=pdf_text observed=2026-08-05T23:41:02.903787Z digest=sha256:c3c8dbfdc237c47b538c20d99fe04d96388fd15fef8b9ecd4789098456884c2c

Observation 164f4c0b-0474-464a-9c62-a8b651892407 · outbound

This paper cites an unresolved cited work.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Unresolved cited work

Reference 20

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T23:41:03.144220Z

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.

source=pdf_text observed=2026-08-05T23:41:02.909049Z digest=sha256:2fadce1224cf55db182a8a972c829dd12c41b071145cf9d4495dd79cbabc6a84

Observation 924521f8-2216-48e9-b524-2b42631bf905 · outbound

This paper cites [Online].

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security [Online]

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.292954Z

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.

source=pdf_text observed=2026-08-05T23:41:02.913254Z digest=sha256:69645989e671a4b3afd0d52dbe27723e9aad0fb48733a23a6269c97a558874da

Observation 7ee50754-95bb-4edf-bdff-220b885e4d65 · outbound

This paper cites A Novel Zero-Touch, Zero-Trust, AI/ML Enablement Framework for IoT Network Security.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security A Novel Zero-Touch, Zero-Trust, AI/ML Enablement Framework for IoT Network Security

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T23:41:02.917313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:41:02.917313Z digest=sha256:b5e7ec5ff5caacf8ab0c041ceb0d021b7559c40f4d6892b6aa16b62e90553ec2

Observation c71aacfd-8676-44c6-93f6-798a1e318974 · outbound

This paper cites IEEE Access 2024.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security IEEE Access 2024

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.278577Z

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.

source=pdf_text observed=2026-08-05T23:41:02.921830Z digest=sha256:3465445d0bf45949f283cae710bc48bbef66939d8a627d4d29aff7f6aa9bf777

Observation 84630611-ae88-44d4-9792-796a88b6f7c8 · outbound

This paper cites 5G enabled Mobile Edge Computing security for Autonomous Vehicles.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security 5G enabled Mobile Edge Computing security for Autonomous Vehicles

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T23:41:02.925654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:41:02.925654Z digest=sha256:78192baa61629e330a25520faac46a896c57a0525fe5b4062ff9717f65e0cc0c

Observation 75420eca-8f68-4f8c-ad8a-5f250e7be5d1 · outbound

This paper cites Considerations for large clusters,.

System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security Considerations for large clusters,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:41:03.264090Z

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.

source=pdf_text observed=2026-08-05T23:41:02.930165Z digest=sha256:37d062fed26b00e3accbaa895ea11fff7ea98ada14fc02283849188847d1060b

Pith citing papers

Observation 326f63ce-410f-45dd-90a6-5bbe82ea4ee6 · inbound

A Comparative Analysis of Machine Learning Models for Intrusion Detection in Intelligent Transport Systems cites this paper.

A Comparative Analysis of Machine Learning Models for Intrusion Detection in Intelligent Transport Systems System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:36:05.564832Z

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.

source=pdf_text observed=2026-05-09T19:41:14.576690Z digest=sha256:a26ec008359d6475c05c93aefdec23de744dd1a0cadc50aa7518832805485802

Observation b1632321-c0d5-4258-a246-763b7284e116 · inbound

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks cites this paper.

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks System Security Framework for 5G Advanced /6G IoT Integrated Terrestrial Network-Non-Terrestrial Network (TN-NTN) with AI-Enabled Cloud Security

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-07-02T10:26:51.394601Z

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.

source=pdf_text observed=2026-07-02T10:26:41.609641Z digest=sha256:c9f9558cea0c31a12da8f4709f3d6f257d2789d5068163fcb1cd23b6f202cd25