Paper Citation Record · LEDGER

GM-DF: Generalized Multi-Scenario Deepfake Detection

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2406.20078.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2406.20078 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:59:00.891433Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T14:34:12.187770Z

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 a840a844-0f0c-4df6-90b3-7409af271319 · inbound

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection cites this paper.

Forensics Adapter: Unleashing CLIP for Generalizable Face Forgery Detection GM-DF: Generalized Multi-Scenario Deepfake Detection

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T05:59:00.891433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f67c7f48-0d4e-4d2f-b766-abdabc5e7dae · inbound

Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures cites this paper.

Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures GM-DF: Generalized Multi-Scenario Deepfake Detection

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T20:45:41.535211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dea2ccb-d98e-4367-b84f-801fafe84fd5 · inbound

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks cites this paper.

Credit Risk Identification in Supply Chains Using Generative Adversarial Networks GM-DF: Generalized Multi-Scenario Deepfake Detection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T19:13:53.852837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69fc5bbc-11dc-4142-9de6-8ec53b1a68f4 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems GM-DF: Generalized Multi-Scenario Deepfake Detection

Reference 165

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:34:12.192260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.