Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2112.12872.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:40:48.593617Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T20:17:22.306816Z
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 1d798377-3920-441f-b739-7d215f058706 · inbound
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding cites this paper.
SecEmb: Sparsity-Aware Secure Federated Learning of On-Device Recommender System with Large Embedding Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T20:40:48.593617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 637e244c-f855-40c8-b748-1343fc1cf4df · inbound
The Capacity of Information-Theoretic Secure Aggregation in Federated Learning cites this paper.
The Capacity of Information-Theoretic Secure Aggregation in Federated Learning Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T20:17:22.308220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.