Paper Citation Record · LEDGER

Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2406.15731.

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

pith.paper-citation-record.v1
2406.15731 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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:21:07.807147Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T00:06:23.675111Z

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 cc9dfe8d-b6a5-4f73-956c-e915f664d1d5 · inbound

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning cites this paper.

LADSG: Label-Anonymized Distillation and Similar Gradient Substitution for Label Privacy in Vertical Federated Learning Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:17:15.423512Z

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 04aa43cb-d45a-4068-a46d-b0f49ef829fb · inbound

Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings cites this paper.

Boosting Gradient Leakage Attacks: Data Reconstruction in Realistic FL Settings Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T05:21:07.807147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24fd6f5c-ff9d-4181-bea7-ca3b5d485946 · inbound

Security Considerations for Multi-agent Systems cites this paper.

Security Considerations for Multi-agent Systems Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

Reference 183

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:15:55.893345Z

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 364c0944-5eb1-4b12-a771-4ca66e7a1c0b · inbound

Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries cites this paper.

Echelon: Auditable Aggregate-Only Language-Model Adaptation Across Privacy Boundaries Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T00:06:23.679309Z

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.