Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Data-Driven Fairness Generalization for Deepfake Detection
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.16428.
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 2026-08-06T18:17:59.130160Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:18:00.859526Z
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 a761f73a-5458-48a6-b4b7-f0f862e91d41 · inbound
Fair-FLIP: Fair Deepfake Detection with Fairness-Oriented Final Layer Input Prioritising cites this paper.
Fair-FLIP: Fair Deepfake Detection with Fairness-Oriented Final Layer Input Prioritising Data-Driven Fairness Generalization for Deepfake Detection
Reference 52
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T18:18:01.016792Z
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 5b3f3efd-67e0-4afd-809d-8695ff660ca8 · inbound
DETECT-3B-Omni is Agnostic of Content and Demographics cites this paper.
DETECT-3B-Omni is Agnostic of Content and Demographics Data-Driven Fairness Generalization for Deepfake Detection
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T02:38:17.163398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.