Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Adversarial training in communication constrained federated learning
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2103.01319.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T22:15:41.034861Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T11:18:44.701515Z
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 c4c4180d-09ea-44e2-bd61-f8e563175426 · inbound
Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach cites this paper.
Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach Adversarial training in communication constrained federated learning
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T22:15:41.034861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2594e414-0630-4514-945d-5b8e95d43574 · inbound
FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models cites this paper.
FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models Adversarial training in communication constrained federated learning
Reference 2019
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T11:18:44.797116Z
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.