Paper Citation Record · LEDGER

Do DeepFake Attribution Models Generalize?

As of 19 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2505.21520.

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

pith.paper-citation-record.v1
2505.21520 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:59:36.375236Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

verified exact5
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier6
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a1469c9-67fe-4c01-b177-f1bb2740c4a9 · outbound

This paper cites an unresolved cited work.

Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 1

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 3

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 4

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 6

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Observation 4ecae5bb-821e-4098-9aed-9ea9a4c0fea3 · outbound

This paper cites FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals.

Do DeepFake Attribution Models Generalize? FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals

Reference 7

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 8

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This paper cites an unresolved cited work.

Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 9

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Observation bdf1e566-802f-4fb3-9801-150199597949 · outbound

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

Do DeepFake Attribution Models Generalize? The DeepFake Detection Challenge (DFDC) Dataset

Reference 10

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Source-reported events for the cited work

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Observation 04c1a609-632c-405b-a4ff-285c42814917 · outbound

This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.

Do DeepFake Attribution Models Generalize? The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 11

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 12

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 13

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 14

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Observation 9c70e340-8cef-41ec-afc8-4e917b37ad4b · outbound

This paper cites an unresolved cited work.

Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 15

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 20

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This paper cites Deepfake Detection Scheme Based on Vision Transformer and Distillation.

Do DeepFake Attribution Models Generalize? Deepfake Detection Scheme Based on Vision Transformer and Distillation

Reference 21

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 22

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 23

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 24

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 25

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 26

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Observation 0bf83c43-09d8-4a1e-95f5-f4764e98af1b · outbound

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 27

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 28

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Observation 496229f1-9165-4762-84b0-e0daa4229e0a · outbound

This paper cites SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework.

Do DeepFake Attribution Models Generalize? SoK: Systematization and Benchmarking of Deepfake Detectors in a Unified Framework

Reference 29

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Observation 92c1b81b-3f5b-4a29-ac24-32364089469b · outbound

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Do DeepFake Attribution Models Generalize? Robust Deepfake On Unrestricted Media: Generation And Detection

Reference 30

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Observation bcfec506-e08f-43cb-9f6d-6f8180e6e60e · outbound

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Do DeepFake Attribution Models Generalize? FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping

Reference 31

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 33

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 34

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 35

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 36

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 37

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 38

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 40

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 42

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 43

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Unresolved cited work

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Do DeepFake Attribution Models Generalize? Representation Learning with Contrastive Predictive Coding

Reference 57

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Do DeepFake Attribution Models Generalize? Weinberger and Lawrence K

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Reference 62

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Do DeepFake Attribution Models Generalize? Yu, and Dahua Lin

Reference 63

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Reference 64

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Reference 66

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 67

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Do DeepFake Attribution Models Generalize? doi:10.1109/CVPR52729.2023.01548

Reference 68

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Do DeepFake Attribution Models Generalize? Unresolved cited work

Reference 72

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Do DeepFake Attribution Models Generalize? doi:10.1109/CVPR.2015.7298682

Reference 2015

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Do DeepFake Attribution Models Generalize? doi:10.1109/MIPR.2019.00103

Reference 2019

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Pith citing papers

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