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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 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.825505Z digest=sha256:293de9f2680734b5ec7831954e336f5f586bf5fd7f70ee9826b7c9f13907b586

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.830497Z digest=sha256:37be6becc491de64098aec162c22fc61997b0a84e3d1ab2703dac46c6049ce28

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.835051Z digest=sha256:202987b570f38e8eef9d9cda56075cda1e9e7e728123df303b8079c78ffc6ab2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.839632Z digest=sha256:b746649fd360c6d05a65aa3a9a2d1f96bcfa7479bb113a9d5e4f2b7bcec4936e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.844429Z digest=sha256:27e0db1fed685701a6647766484072b9a4bbe615330cadbcd1abf970e854791b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.848805Z digest=sha256:158180cd8c267b05d7c27f7443b813cd575e256128625ee38666f0e485428945

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.854068Z digest=sha256:0853499a0d84ba3f52c34b02fe2ace83c8a7ce0dd818e392a58d7cf51ee419b5

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.858916Z digest=sha256:e2441eb49faa5a8cb945d852a705f8e1e2da8d40dedf0dbc0c8482711a30c958

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.863014Z digest=sha256:2690815da11d1ec5cec757501c5d6967fc006efe335cbf1bc1f73f4916e62640

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.866894Z digest=sha256:70104f11f2ae50cc877abcc8311a3d23c5fdda39bb8117e980bf6e65152c8d37

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.870867Z digest=sha256:a0c295013e966207e97a8c19d9db4f59d3a03228929b55de7ffe03a3cb5e0aa7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.875240Z digest=sha256:ae4ad4fd9f6d7b02f87a85cd78dc15a8a56b6e34112a9bb79640b9b4207eb649

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.879668Z digest=sha256:186617417f03aee3ed3377f2f299da6b6f45c163113a971b4b6ecbc9a99f4eee

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.883952Z digest=sha256:aa13c22e2a75795da698c208f213cf298aec202f2226e28560f9b8dd0f46b788

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.887942Z digest=sha256:756db77d718a374313f105496144b9994216852aa4be37cb77e9ea107c6c85af

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.891770Z digest=sha256:f8324b871aae0b3844959205e32a9766880722623818bbd6ec76c7c02fc02267

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.895610Z digest=sha256:0543a00247c39317bc21626b97a65b9952b094a248b08fe5a7b64b063da41eba

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.899929Z digest=sha256:084313450d5a8acf34c9ee7bca10c9b6035062eb863b16ae2c7a008d7ac1191c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.903787Z digest=sha256:a81e7ddd7fab2cd965bba0576685a3bc089e4a08971de2600a8380f5c6d5d7fc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.909049Z digest=sha256:1ee131e5577e26c423ba632b5a0ccd4a0e0d12d11f9aa37d2487a1a647652f8e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.913254Z digest=sha256:364ac2eaa3078fcde21c56c9ff28c07c6ff76e88418e8c2b88e41c0bbf86146c

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=sha256:0c8f69b01c3e63793cca9159a2edc2939f2e5dcf7129a4bdabc3f8513095b6b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.921830Z digest=sha256:75e4defa3ac8adde3a4707477b730e07e5f5c3917dc80beb5f59cb5ec210ca92

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=sha256:1b1b09a35ea3f711c88701aa80d367c3f80c888d785b8a521193f4a2c0ac615c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-05T23:41:02.930165Z digest=sha256:dd2c44389d676136c0abd30e94a152b3658dab5431e8ef9c0810d0cf9a8449ae

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-09T19:41:14.576690Z digest=sha256:7016b78b4a3b0eb2bec8a8c9bf954a75906511845c2df4f15a8baeb4159936b0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-02T10:26:41.609641Z digest=sha256:d1ae3688f2c5f800c566d790d8b2866c131f8d8a9b132f45aa1941c3056f064c