Paper Citation Record · LEDGER

Private Federated Learning In Real World Application -- A Case Study

As of 11 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2502.04565.

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

pith.paper-citation-record.v1
2502.04565 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:20:15.390999Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:27:30.234188Z

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 exact0
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30271ad1-82dd-48d5-847e-acb821338058 · outbound

This paper cites Abadi, A.

Private Federated Learning In Real World Application -- A Case Study Abadi, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:20:15.803232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7c8e8a82-14e2-46bc-b7a7-6e92c2987bda · outbound

This paper cites Corrigan-Gibbs and D.

Private Federated Learning In Real World Application -- A Case Study Corrigan-Gibbs and D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:20:15.796444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f4544a5-2064-4d33-a21c-72659c1b483f · outbound

This paper cites Dwork, F.

Private Federated Learning In Real World Application -- A Case Study Dwork, F

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:20:15.789124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dbfc7f52-ba84-44ec-949d-d78ca8f01714 · outbound

This paper cites Dwork and A.

Private Federated Learning In Real World Application -- A Case Study Dwork and A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:20:15.781976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 492ec0ac-b7ac-42a4-8199-7e516314b9fa · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T22:20:15.356105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd581d1-f8c7-4b8f-907b-d76eee1218a7 · outbound

This paper cites Differentially Private Federated Learning: A Client Level Perspective.

Private Federated Learning In Real World Application -- A Case Study Differentially Private Federated Learning: A Client Level Perspective

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T22:20:15.358966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2f5e961-1242-497b-ac32-062d06bfed7c · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.774769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bfa4e62b-8134-4997-b5ef-20a4dae59cb1 · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

Private Federated Learning In Real World Application -- A Case Study Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T22:20:15.365348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d384b7f3-eeb9-4cbc-8dd3-bf16d0c5738b · outbound

This paper cites Decoupled Weight Decay Regularization.

Private Federated Learning In Real World Application -- A Case Study Decoupled Weight Decay Regularization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T22:20:15.368699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fe286e-148f-483c-845b-88c5ae9ee363 · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.767517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d9e05366-44b0-490b-a543-06bccdd888fa · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.760048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21f1d1a9-9616-47d7-9e7a-645137a89768 · outbound

This paper cites Adaptive Federated Optimization.

Private Federated Learning In Real World Application -- A Case Study Adaptive Federated Optimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:20:15.377754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67aadeb2-c29d-4849-b4e3-900aae43ca69 · outbound

This paper cites Tongaonkar, S.

Private Federated Learning In Real World Application -- A Case Study Tongaonkar, S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T22:20:15.751864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 16f5e2ca-eeb2-4721-95b7-629f39ecf1e1 · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.744302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8fd62432-da4f-4eab-abba-e4e5667d6319 · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.736701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e3459c31-9155-42b6-9cdf-c5b2a73a703a · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.728990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e3568c0f-6fb2-43eb-a54c-322412a700bb · outbound

This paper cites an unresolved cited work.

Private Federated Learning In Real World Application -- A Case Study Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T22:20:15.720628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 89032f29-6e39-4d1b-acd5-5e90cb20b08b · inbound

Securing Private Federated Learning in a Malicious Setting: A Scalable TEE-Based Approach with Client Auditing cites this paper.

Securing Private Federated Learning in a Malicious Setting: A Scalable TEE-Based Approach with Client Auditing Private Federated Learning In Real World Application -- A Case Study

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-04T20:27:30.234188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.