Paper Citation Record · LEDGER

FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2009.11248.

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

pith.paper-citation-record.v1
2009.11248 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:06:30.742355Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T04:39:35.022498Z

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 cca68d33-ee48-4d37-a02d-5fa0299a942b · inbound

Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users cites this paper.

Setup Once, Secure Always: A Single-Setup Secure Federated Learning Aggregation Protocol with Forward and Backward Secrecy for Dynamic Users FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T23:06:30.742355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af37e26b-e73d-416e-a397-9c5f46752738 · inbound

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning cites this paper.

Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:46:40.859746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86ad3212-3b3c-4cdf-ac7d-2d667b3cdebb · inbound

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers cites this paper.

Asymptotically Optimal Secure Aggregation for Wireless Federated Learning with Multiple Servers FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:18.457342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59faa6d0-4028-4248-9e88-3754e084ac0c · inbound

Images in Motion?: A First Look into Video Leakage in Collaborative Deep Learning cites this paper.

Images in Motion?: A First Look into Video Leakage in Collaborative Deep Learning FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T19:43:58.557055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbb141fa-0fd2-4e30-be25-cdc4ebe33c68 · inbound

Information-Theoretic Decentralized Secure Aggregation with User Dropouts cites this paper.

Information-Theoretic Decentralized Secure Aggregation with User Dropouts FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-22T04:14:37.518561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 19c8f6af-93ec-4bb0-bfb1-a0a282249618 · inbound

DIST-FL: Enhancing Security for TEE-based Aggregation in Federated Learning cites this paper.

DIST-FL: Enhancing Security for TEE-based Aggregation in Federated Learning FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:46:49.035925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9ae85d2a-3970-4f73-a8af-9459faaae3d9 · inbound

The Capacity of Information-Theoretic Secure Aggregation in Federated Learning cites this paper.

The Capacity of Information-Theoretic Secure Aggregation in Federated Learning FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:17:22.305642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 415c6f02-98bc-44c3-a7f6-9c72ef7fcb74 · inbound

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning cites this paper.

From Efficiency to Leakage -- Privacy Backdoor in Federated Language Model Fine-Tuning FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:35.023958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20544bb4-9a81-4355-b1b2-66982dad3c41 · inbound

MOSAIC-FL, a micro-service based privacy-preserving framework with application to genomics cites this paper.

MOSAIC-FL, a micro-service based privacy-preserving framework with application to genomics FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning

Reference 85

Resolution: unresolved; no resolver link, observed 2026-07-31T01:02:30.318820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Secure Aggregation for Privacy-Preserving Federated Learning on Clinical EEG Data cites this paper.

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.