Paper Citation Record · LEDGER

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data

As of 10 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.28191.

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

pith.paper-citation-record.v1
2607.28191 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T15:09:05.597791Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 359a4378-816d-4d0f-ba3f-3d36c4b22d49 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.503355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bcc0e5c-c658-486f-b62a-e9d57838d3a9 · outbound

This paper cites Efficient federated learning for distributed neuroimaging data,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Efficient federated learning for distributed neuroimaging data,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.507023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 995a12ae-66c1-42b2-a0fd-715dc4fe625a · outbound

This paper cites Deep leakage from gradients,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Deep leakage from gradients,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.510142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35dda995-7eaa-4f5b-9992-2437cef04b4c · outbound

This paper cites Fed-esd: Federated learning for efficient epileptic seizure detection in the fog-assisted internet of medical things,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Fed-esd: Federated learning for efficient epileptic seizure detection in the fog-assisted internet of medical things,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.513242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9349bf54-3cf8-403b-9ca1-d490d3a09e09 · outbound

This paper cites Practical secure aggregation for privacy-preserving machine learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Practical secure aggregation for privacy-preserving machine learning,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.516775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81c798bb-0bdf-425b-b072-7bcad3c799df · outbound

This paper cites Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.519751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0787fec8-8dc0-44b0-b0cb-c2d334e0260e · outbound

This paper cites Secure single-server aggregation with (poly)logarithmic overhead,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Secure single-server aggregation with (poly)logarithmic overhead,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.523262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fe219a-843e-485e-aa40-96d0daf3f302 · outbound

This paper cites Privacy-preserving record linkage using bloom filters,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Privacy-preserving record linkage using bloom filters,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.526157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fa31a77-4d85-41a0-bbec-ceccde17af4e · outbound

This paper cites Privacy-preserving record linkage for big data: Current approaches and research challenges,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Privacy-preserving record linkage for big data: Current approaches and research challenges,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.528937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e8db53a-207f-4d4e-b2fa-aa33124e0f49 · outbound

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

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Flower: A Friendly Federated Learning Research Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.531811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b58866-ff5c-4021-9fc1-86b6d2ef180b · outbound

This paper cites Temple University Hospital EEG Corpus (TUH EEG),.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Temple University Hospital EEG Corpus (TUH EEG),

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.534964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b6bdfa4-4ee5-468c-9caf-1998198aa6b1 · outbound

This paper cites The temple university hospital eeg data corpus,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data The temple university hospital eeg data corpus,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.537727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88e6c0ac-47ba-4b9f-bb82-acbc681680f8 · outbound

This paper cites LVSA: lightweight and verifiable secure aggregation for federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data LVSA: lightweight and verifiable secure aggregation for federated learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.540710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96228124-2f76-4939-9df4-b4f5e46943b1 · outbound

This paper cites The future of digital health with federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data The future of digital health with federated learning,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.543383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b45ff2-322e-40af-b36c-28e5f6b72af4 · outbound

This paper cites Federated optimization in heterogeneous networks,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Federated optimization in heterogeneous networks,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.546018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19805c7e-eccb-4788-ba35-40e6a2dd793c · outbound

This paper cites FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.548802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227a1a56-e01e-406d-9499-b93e98cfa0a6 · outbound

This paper cites SASH: efficient secure aggregation based on SHPRG for federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data SASH: efficient secure aggregation based on SHPRG for federated learning,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.551973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5cc291-6c78-4119-8958-9470e5ebb29d · outbound

This paper cites Codedpaddedfl and codedsecagg: Straggler mitigation and secure aggregation in federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Codedpaddedfl and codedsecagg: Straggler mitigation and secure aggregation in federated learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.554766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6724bae1-2143-4f0b-b4e9-3560c952c83c · outbound

This paper cites Flamingo: Multi-round single-server secure aggregation with applications to private federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Flamingo: Multi-round single-server secure aggregation with applications to private federated learning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.557325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1484c641-246c-4843-8f32-dfa46835ae46 · outbound

This paper cites Dealsecagg: Efficient dealer-assisted secure aggregation for federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Dealsecagg: Efficient dealer-assisted secure aggregation for federated learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.560125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff31bff-6f86-48bc-8170-ba5c01b7a1de · outbound

This paper cites Eluding secure aggregation in federated learning via model inconsistency,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Eluding secure aggregation in federated learning via model inconsistency,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.563014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40eecba9-6dc5-4a40-bb65-d66763a01511 · outbound

This paper cites ACORN: input validation for secure aggregation,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data ACORN: input validation for secure aggregation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.565742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2109ce-676a-4f38-b496-707101086ae3 · outbound

This paper cites Group verifiable secure aggregate federated learning based on secret sharing,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Group verifiable secure aggregate federated learning based on secret sharing,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.568535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f5f833-aabf-4149-b3c2-02139cc1e61e · outbound

This paper cites Efficient verifiable secure aggregation protocols for federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Efficient verifiable secure aggregation protocols for federated learning,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.571203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed53d065-5117-4dbb-be9b-2de414929c23 · outbound

This paper cites Efficient secure aggregation for privacy-preserving federated machine learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Efficient secure aggregation for privacy-preserving federated machine learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.574118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820d5dfc-eeca-468b-986d-0636b88695a3 · outbound

This paper cites Encrypted federated learning for secure decentralized collaboration in cancer image analysis,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Encrypted federated learning for secure decentralized collaboration in cancer image analysis,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.576884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49c15e2-af4a-439a-a96e-dac99bf360be · outbound

This paper cites A federated learning architecture for secure and private neuroimaging analysis,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data A federated learning architecture for secure and private neuroimaging analysis,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.579592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e613ba9f-519c-4e30-af7e-56dc7bc17c18 · outbound

This paper cites Uldp-fl: Federated learning with across silo user-level differential privacy,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Uldp-fl: Federated learning with across silo user-level differential privacy,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.582331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c71885ee-abfd-4250-ac38-d0ffd18d036a · outbound

This paper cites Secure federated learning for alzheimer’s disease detection,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Secure federated learning for alzheimer’s disease detection,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.585522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 147bbedd-546a-41e0-84a2-5fcf3258376e · outbound

This paper cites Robust and secure aggregation scheme for federated learning,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Robust and secure aggregation scheme for federated learning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.588412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce119392-76cf-49f0-8aad-a271bffb6bb7 · outbound

This paper cites Robust privacy-preserving aggregation against poisoning attacks for secure distributed data fusion,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Robust privacy-preserving aggregation against poisoning attacks for secure distributed data fusion,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.592266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e75506ba-c235-4abd-b14c-100fd4aece4a · outbound

This paper cites Federated learning for privacy-preserving severity classification in healthcare: A secure edge-aggregated approach,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Federated learning for privacy-preserving severity classification in healthcare: A secure edge-aggregated approach,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.595063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3a004b-dff0-4823-a980-27c07e859097 · outbound

This paper cites Secure aggregation for federated learning in flower,.

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data Secure aggregation for federated learning in flower,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T15:09:05.597791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.