Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Robust Aggregation for Federated Learning
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1912.13445.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T14:12:23.346577Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T11:04:51.178949Z
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 80fe7ec9-5c57-4b45-af37-d2ffcb078654 · inbound
Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning cites this paper.
Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning Robust Aggregation for Federated Learning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T21:10:23.258314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b768d98-8dde-4964-985b-0e3e8d599428 · inbound
Decoding FL Defenses: Systemization, Pitfalls, and Remedies cites this paper.
Decoding FL Defenses: Systemization, Pitfalls, and Remedies Robust Aggregation for Federated Learning
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T14:12:23.346577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d10b0cb-f855-41ca-9ba6-fe687da2ee46 · inbound
Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning cites this paper.
Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning Robust Aggregation for Federated Learning
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T11:04:51.184742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.