Paper Citation Record · LEDGER

Reliable Vertical Federated Learning in 5G Core Network Architecture

As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2505.15244.

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

pith.paper-citation-record.v1
2505.15244 v3

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:24:55.712686Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact2
verified fuzzy5
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f951b97b-ee18-44c6-91c2-edabdb1af66b · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

Reliable Vertical Federated Learning in 5G Core Network Architecture Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:54.561377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5669f676-f94e-47bd-afb8-8e1f4d57633f · outbound

This paper cites Vertical federated learning: Concepts, advances, and chal- lenges,.

Reliable Vertical Federated Learning in 5G Core Network Architecture Vertical federated learning: Concepts, advances, and chal- lenges,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:54.630450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbd6f300-3baa-4b5b-ac03-cb811bc179e5 · outbound

This paper cites Architecture enhancements for 5G system (5GS) to support network data analytics services,.

Reliable Vertical Federated Learning in 5G Core Network Architecture Architecture enhancements for 5G system (5GS) to support network data analytics services,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:57.402310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6cf9b1a8-a302-4012-b3f0-1b2370589dcf · outbound

This paper cites an unresolved cited work.

Reliable Vertical Federated Learning in 5G Core Network Architecture Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:24:57.211931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1dccb3b2-7941-41cc-a60f-caad5f710496 · outbound

This paper cites Ditto: Fair and Robust Federated Learning Through Personalization.

Reliable Vertical Federated Learning in 5G Core Network Architecture Ditto: Fair and Robust Federated Learning Through Personalization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:54.856941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf57dfc8-7837-4a44-b82b-fae1a78cd88d · outbound

This paper cites Federated Optimization in Heterogeneous Networks.

Reliable Vertical Federated Learning in 5G Core Network Architecture Federated Optimization in Heterogeneous Networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:54.946868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432753a5-b490-42ff-a0f1-1924ed5f7412 · outbound

This paper cites an unresolved cited work.

Reliable Vertical Federated Learning in 5G Core Network Architecture Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:55.017636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a23d7450-32c1-418b-a1af-4e8cd08b8f37 · outbound

This paper cites TreeCSS: An Efficient Framework for Vertical Federated Learning.

Reliable Vertical Federated Learning in 5G Core Network Architecture TreeCSS: An Efficient Framework for Vertical Federated Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:24:56.139812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d309b4b4-65bb-466f-b730-69bd94358bb9 · outbound

This paper cites Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments.

Reliable Vertical Federated Learning in 5G Core Network Architecture Robust Collaborative Inference with Vertically Split Data Over Dynamic Device Environments

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:55.166871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d8e5e8-f14f-400f-9da2-316fc94868c6 · outbound

This paper cites Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.

Reliable Vertical Federated Learning in 5G Core Network Architecture Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:24:56.008746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09fead64-c334-4e76-b926-a1cdfc63df32 · outbound

This paper cites A distributed NWDAF architecture for federated learning in 5G,.

Reliable Vertical Federated Learning in 5G Core Network Architecture A distributed NWDAF architecture for federated learning in 5G,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:55.323559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592a4334-4475-4498-8580-93a39351f05e · outbound

This paper cites Architecture enhancements for 5G system (5GS) to support network data analytics services,.

Reliable Vertical Federated Learning in 5G Core Network Architecture Architecture enhancements for 5G system (5GS) to support network data analytics services,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:57.047292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5c957ac2-6e06-49a3-a448-3505fe390348 · outbound

This paper cites Architecture enhancements for 5G system (5GS) to support network data analytics services,.

Reliable Vertical Federated Learning in 5G Core Network Architecture Architecture enhancements for 5G system (5GS) to support network data analytics services,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:56.855665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6842c53a-0022-48dc-99bd-a9da01561826 · outbound

This paper cites Architecture enhancements for 5G system (5GS) to sup- port network data analytics services,.

Reliable Vertical Federated Learning in 5G Core Network Architecture Architecture enhancements for 5G system (5GS) to sup- port network data analytics services,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:56.693317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12f4b1ab-1bb3-4fe2-a15f-d5bf3f6eed0d · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Reliable Vertical Federated Learning in 5G Core Network Architecture A Unified Approach to Interpreting Model Predictions

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:55.614450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30be7c59-ae6a-44a3-af3a-f3fbec7cf735 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

Reliable Vertical Federated Learning in 5G Core Network Architecture Flower: A Friendly Federated Learning Research Framework

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:24:55.678257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75540150-175b-4a75-9bff-f3540fd2993f · outbound

This paper cites Pedregosa et al., ”scikit-learn: Machine Learning in Python,” Journal of Machine Learning Research, vol.

Reliable Vertical Federated Learning in 5G Core Network Architecture Pedregosa et al., ”scikit-learn: Machine Learning in Python,” Journal of Machine Learning Research, vol

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:24:56.541360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.