Paper Citation Record · LEDGER

Detecting GAN generated Fake Images using Co-occurrence Matrices

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:1903.06836.

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

pith.paper-citation-record.v1
1903.06836 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:57:49.134717Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T03:36:44.076584Z

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 d8d98dd6-6ce7-4824-9a44-f62d256b02bf · inbound

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection cites this paper.

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:25:47.769354Z

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 cb641314-bfaf-46ba-8c29-42ff35b03793 · inbound

Perceptual Classifiers: Detecting Generative Images using Perceptual Features cites this paper.

Perceptual Classifiers: Detecting Generative Images using Perceptual Features Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T14:57:49.134717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d344a66-5f6a-4384-9c62-205772ddd8e7 · inbound

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification cites this paper.

RAVID: Retrieval-Augmented Visual Detection: A Knowledge-Driven Approach for AI-Generated Image Identification Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T01:04:10.675782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e40db89-d45c-4456-be64-e920ff9b5885 · inbound

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning cites this paper.

SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:03:01.242048Z

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 76aeb8a7-47f9-4fed-8bc1-159c205cbbf2 · inbound

Beyond Semantics: Uncovering the Physics of Fakes via Universal Physical Descriptors for Cross-Modal Synthetic Detection cites this paper.

Beyond Semantics: Uncovering the Physics of Fakes via Universal Physical Descriptors for Cross-Modal Synthetic Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T23:45:53.228729Z

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 1c851c53-c984-401a-b2dd-901d2e38d452 · inbound

Deepfake Detection Generalization with Diffusion Noise cites this paper.

Deepfake Detection Generalization with Diffusion Noise Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 41

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:25:19.560586Z

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 7c7a35ff-a3e4-4305-801d-551c1ca523fe · inbound

DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection cites this paper.

DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:52:13.681480Z

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 b0b091a7-758b-4e40-9860-61b2d101be3b · inbound

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation cites this paper.

Can Visual Mamba Improve AI-Generated Image Detection? An In-Depth Investigation Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:25:47.216331Z

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 65c67fb0-513c-4e39-8a62-55e071181991 · inbound

Do Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image Detection cites this paper.

Do Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T03:36:44.078800Z

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 6b91d19d-8117-4a1f-83fd-337017ffe0e1 · inbound

PhantomSeal: Proactive Deepfakes Defense with Identity/Context Protection and Forensic Tracing cites this paper.

PhantomSeal: Proactive Deepfakes Defense with Identity/Context Protection and Forensic Tracing Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-01T15:27:44.937065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdcb6bc1-5771-4b90-a41a-64277623a1f8 · inbound

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection cites this paper.

LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-01T01:04:33.824531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ef5b97-3406-4a87-a851-e78e71aadd27 · inbound

Test-Time Curriculum for Open-Set AIGC Detection cites this paper.

Test-Time Curriculum for Open-Set AIGC Detection Detecting GAN generated Fake Images using Co-occurrence Matrices

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T00:46:23.224321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.