Paper Citation Record · LEDGER

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks

As of 21 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2502.01352.

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

pith.paper-citation-record.v1
2502.01352 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:40:12.081926Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:33:26.014994Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T21:33:33.318025Z

Reference resolution

33 of 33 outbound references displayed

verified exact4
verified fuzzy9
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f401d2f-ffec-4cd1-a4bc-bd847ebda01f · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.909529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 426b602d-d902-4b7a-a364-ba77f8a4862f · outbound

This paper cites McMahan, E.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks McMahan, E

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:11.988356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb308f1-c3dd-4483-ba19-985815991e83 · outbound

This paper cites Shokri, M.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Shokri, M

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:11.991789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc42e22e-be21-48c8-84aa-961717bd4fff · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.897150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 92e2a147-4022-41e4-9c47-d9adbe78e3ea · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.888828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6ebaca8d-151c-4a65-8e30-372b690ce4be · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.881042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 876f53e4-3b75-44cd-86ce-d106c33d05ec · outbound

This paper cites Ma, S.-A.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Ma, S.-A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.872294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9eecd681-7832-4452-a654-3be71203e61c · outbound

This paper cites Chatzikokolakis, M.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Chatzikokolakis, M

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.863825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3f6d5b1-33f4-4895-9703-250c864553ab · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.855603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6138b96-c065-4923-9748-28a7520c001f · outbound

This paper cites Pan, Y .-S.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Pan, Y .-S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.846208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 79deec08-2300-4dd3-9df6-a8b4e23f5a26 · outbound

This paper cites Abadi, A.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Abadi, A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.836175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c8b8604-816c-4e3b-a706-4d175fa591b7 · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.828134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5efa3105-f059-4ae8-96e0-5a2be525f03e · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.818861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dbd57e45-01a2-4987-a2db-723ae10266b7 · outbound

This paper cites Abadi, A.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Abadi, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.810317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66df7039-9c29-4a60-b956-ef5a75086776 · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.801667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 05506efa-6df2-424a-8fcb-71f4d961963e · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.792461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9b3cb14-a02f-4b65-af7d-1fdde2c5fe38 · outbound

This paper cites Carlini, S.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Carlini, S

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.784354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45737842-575f-472a-b5b4-214ead9216c5 · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.037176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c188eec9-95f8-4beb-a82f-e9e08b623b13 · outbound

This paper cites Pustozerova, J.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Pustozerova, J

Reference 19

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T15:40:13.724207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b4a305f-f2b6-420e-8ed3-99807c8f4602 · outbound

This paper cites Adnan, S.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Adnan, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.774240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27ffb1d5-27f3-4e23-b1ec-1357b5d329e9 · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 21

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T15:40:13.495363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ffa1de95-ad1a-440e-bc9d-7e123ffd217b · outbound

This paper cites Local and Central Differential Privacy for Robustness and Privacy in Federated Learning.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Local and Central Differential Privacy for Robustness and Privacy in Federated Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.049807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f8cb77b-5c99-47e7-a255-e2a0cc0ff296 · outbound

This paper cites Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.052814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99316fa-2a9f-44de-8a17-12fb494c3007 · outbound

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

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Flower: A Friendly Federated Learning Research Framework

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.056086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 907f291f-388a-4708-aa0a-cb531d6e078a · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.764629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3481f0a1-643d-4290-a775-d1f772f3f7bf · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T15:40:13.755183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1eaec90e-d4a3-4ae1-88c5-7975c8e63930 · outbound

This paper cites Adaptive Federated Optimization.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Adaptive Federated Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.064178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f64af9-bfd2-46a2-af40-703d91aafb56 · outbound

This paper cites an unresolved cited work.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Unresolved cited work

Reference 28

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T15:40:12.889983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d2c7884-dc65-4421-83e7-13024e9436bd · outbound

This paper cites Galli, S.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Galli, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.746191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f83f18c8-9df0-4e63-b092-5bc8ead0dfbb · outbound

This paper cites URL https://huggingface.co/datasets/Falah/Alzheimer_ MRI.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks URL https://huggingface.co/datasets/Falah/Alzheimer_ MRI

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T15:40:13.736335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c8eddc9-8944-4292-865d-9423e3095f0a · outbound

This paper cites Hatami, F.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Hatami, F

Reference 31

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T15:40:12.547508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edd96140-6f9e-433e-923d-277c7fc9ce31 · outbound

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

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Differentially Private Federated Learning: A Client Level Perspective

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T15:40:12.078367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2155a03a-2e34-4bb2-8783-7e58ca378c22 · outbound

This paper cites Learning Differentially Private Recurrent Language Models.

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks Learning Differentially Private Recurrent Language Models

Reference 33

Resolution: malformed identifier; no resolver link, observed 2026-08-09T15:40:12.081926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0567183f-59cc-4d75-b412-055e5bcc0bff · inbound

AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research cites this paper.

AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:33:33.319808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2c64bae-7269-4e22-b881-dc46409e9a91 · inbound

AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research cites this paper.

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-03T15:33:26.014994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.