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Paper Citation Record · LEDGER

Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:1909.12962.

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

pith.paper-citation-record.v1
1909.12962 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:32:45.731516Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

104
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cd70c8ff-131e-4a78-95ae-58f1817d09c3 · inbound

The DeepFake Detection Challenge (DFDC) Dataset cites this paper.

The DeepFake Detection Challenge (DFDC) Dataset Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-13T16:49:41.899189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T16:49:41.872392Z digest=sha256:9f5cb1aeb8dd768055d3bee7a59b4ed5e16785f5ccff86ad2e4ffa5bc4c71599

Observation 8c497927-4d2b-4117-8407-4754761e7e17 · inbound

What is Adversarial Training for Diffusion Models? cites this paper.

What is Adversarial Training for Diffusion Models? Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:32:45.731516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:32:45.731516Z digest=sha256:37ba905ecba7b6d03023ecf26ab7fa202a06b099c8a6c5e2c876612087e8f7ca

Observation bfddcff5-c046-4b61-96cd-39e6e9f5eb8f · inbound

Detecting Deepfake Talking Heads from Facial Biometric Anomalies cites this paper.

Detecting Deepfake Talking Heads from Facial Biometric Anomalies Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T18:15:05.455995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:15:05.455995Z digest=sha256:ab6e582fb3b951b402743417a41aa17c6fd368f79fbeb0ec8d6c16ead72a4e6e

Observation 606c5138-2cf8-44d8-9ca0-55a6f0032203 · inbound

Visual Language Models as Zero-Shot Deepfake Detectors cites this paper.

Visual Language Models as Zero-Shot Deepfake Detectors Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T11:45:25.914487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T11:45:25.914487Z digest=sha256:6c49da84f7a23efe1ec5c6649449b888678300f12bbe95f4e51bcdd17eecea95

Observation 3dcc89ab-12a1-466b-9379-f5817fb80d38 · inbound

The CIFAR Synthetic Evidence Corpus for Detecting AI-Generated Evidence cites this paper.

The CIFAR Synthetic Evidence Corpus for Detecting AI-Generated Evidence Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T20:47:22.748551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T20:12:40.026108Z digest=sha256:c765b25156139abe3c6cf8cc8485fbe0892a6e2311b0ebd4d9889cf95407c671

Observation dd7394e6-0ecc-4e46-b86a-cecf1448359f · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-06-28T07:11:44.989099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-28T07:05:18.026601Z digest=sha256:7c6c63a512361b8abd7f3b79a0aaa14bf5e9837858bb43b06d453345aa83c00d