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Paper Citation Record · LEDGER

SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2409.15067.

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

pith.paper-citation-record.v1
2409.15067 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:05:02.774207Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T15:05:02.795037Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cfcaa615-553d-4124-ae4c-b36257ee93c4 · inbound

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links cites this paper.

Capacity of Hierarchical Secure Coded Gradient Aggregation with Straggling Communication Links SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:05:02.800184Z

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=2026-08-11T15:05:02.774207Z digest=sha256:c87f7c5018327b887828df83fdd1ab869f33060036778b83133d79157fc08a86