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Paper Citation Record · LEDGER

From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.07505.

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

pith.paper-citation-record.v1
2503.07505 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:57:00.420534Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T23:49:15.075461Z

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 dcce3753-ec04-4409-9ead-3e1e6fd5d5c7 · inbound

Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity cites this paper.

Generalization Error Analysis for Attack-Free and Byzantine-Resilient Decentralized Learning with Data Heterogeneity From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T04:57:00.420534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:57:00.420534Z digest=sha256:7ccc4163f928b2918faa721d4139cd15aa7d644b59f75bcb5f53e5600d80e1c9

Observation 2e0e0b06-7209-4e81-a62f-e20050e41a2a · inbound

Federated Learning: An approach with Hybrid Homomorphic Encryption cites this paper.

Federated Learning: An approach with Hybrid Homomorphic Encryption From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T11:02:17.477463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:02:17.477463Z digest=sha256:c8b22d2ea80d51b6ce361bfa6ecbdcbe0d2f30251fb2418d926a2b787a8ab2a3

Observation 95465005-03ff-4abb-a418-65dcca8dabaa · inbound

Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints cites this paper.

Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:36:04.582974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T01:27:49.203891Z digest=sha256:02bdc7e9d38b8ad12d823359d65e5ddee1dee00f5ca6d7c7d106842287cd76ed

Observation c3b99442-19ef-45d0-8c15-c51a3db2e636 · inbound

Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints cites this paper.

Decision-Focused Federated Learning Under Heterogeneous Objectives and Constraints From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:49:15.078546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-20T23:47:34.192789Z digest=sha256:f369061e3f69f5ffcd13725e9cdfced3baaad74c7cf220f7c98637d1dc418940