Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection
As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2503.07978.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:04:50.914754Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T11:04:51.133271Z
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 e5ff14d1-3dbf-4d7a-911a-d7305449a1a9 · inbound
Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning cites this paper.
Stealth by Conformity: Evading Robust Aggregation through Adaptive Poisoning Detecting Backdoor Attacks in Federated Learning via Direction Alignment Inspection
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T11:04:51.158599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.