Paper Citation Record · LEDGER

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G

As of 22 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 2 inbound Pith citation observations for arXiv:2502.15731.

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

pith.paper-citation-record.v1
2502.15731 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:10:48.617532Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:48:05.389461Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-05T10:50:57.641378Z

Reference resolution

10 of 10 outbound references displayed

verified exact1
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f0eae1d-6f65-4120-a26a-49ab9e9eee4d · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.816716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0da840fe-f5dd-444d-8935-20ef49d9bf02 · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.799845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f6e62d5c-f1e4-4f3a-b6a7-6e270b5ad64f · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.783770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24a62857-4e33-4ca1-b7bd-b4ec823984b2 · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.766205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d6c049f5-3efb-4016-bc90-62f21a44f5f4 · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.749996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70b6233f-14af-4032-ad24-2ba62e48e456 · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.734139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bc40642c-824b-4644-9021-10686b194093 · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.718248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 54601d40-2ef6-4fcf-a411-bf13d832482c · outbound

This paper cites an unresolved cited work.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:10:48.701381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d62a2090-3c89-4d6f-8420-2ba9c8a5a698 · outbound

This paper cites Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T14:10:48.612094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b343243-78dd-4e5e-af3e-418a33ce5175 · outbound

This paper cites Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN.

Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-09T14:10:48.665337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation e7db236d-d874-4701-917a-fd2584d37ed6 · inbound

Multi Part Deployment of Neural Network cites this paper.

Multi Part Deployment of Neural Network Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:48:05.389461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47c3b1b7-8b40-4245-a3a1-3b1d438fe8a9 · inbound

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure cites this paper.

AI-Native Network Controller: A Modular Framework for Safe Agentic Control of Multi-Domain Network Infrastructure Modular and Integrated AI Control Framework across Fiber and Wireless Networks for 6G

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-07-05T10:50:57.643273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.