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Paper Citation Record · LEDGER

Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2403.06803.

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

pith.paper-citation-record.v1
2403.06803 v1

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 2026-08-16T06:30:59.297886+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:32:25.204077Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T23:25:47.722197Z

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 5215bccb-a547-4cf5-af73-0e8934cfe3c7 · inbound

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

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:25:47.725327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-17T23:25:47.549655Z digest=sha256:5841f2a3b5283452b35064ce45237978c87a6fe5e7c290dca156ff5e6c60c2c6

Observation 42a63f48-7a2a-4807-8458-dc8436e9e865 · inbound

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images cites this paper.

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T11:32:25.204077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:32:25.204077Z digest=sha256:372f28a6a4aa312de3fb4c3dbe06d23009280fdaaae05bf6d1a3620240961c7c

Observation fd25b0cd-105e-46b3-b7f6-5470fc0a7dff · inbound

SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models cites this paper.

SEED: A Benchmark Dataset for Sequential Facial Attribute Editing with Diffusion Models Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T12:06:39.511273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:06:39.511273Z digest=sha256:4f0109a3f9dd53b620deff5d4272ef3da561e7aecede7ef3db55d0c3320b81b4

Observation c31dd7fe-a1fe-4a01-ac0b-16df9d6cfcc8 · 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 Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-06T14:34:10.778078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:34:10.778078Z digest=sha256:0b07452b9f24b4822f46a598ccfe37bd711ea48e82bf9504ed175bf449703f5e

Observation d3c57934-a847-4ffd-a275-56f95a2059e1 · inbound

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models cites this paper.

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T05:38:53.307668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:38:53.307668Z digest=sha256:7a1615b06981baf1d3aa5ced0f59270aa32f4bc4f9212a6a796891db4b6d2a3e

Observation 8bf36799-9247-4476-871c-a24c8bb44c5e · inbound

DeFakeQ: Enabling Real-Time Deepfake Detection on Edge Devices via Adaptive Bidirectional Quantization cites this paper.

DeFakeQ: Enabling Real-Time Deepfake Detection on Edge Devices via Adaptive Bidirectional Quantization Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:25:58.569352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T16:40:23.170752Z digest=sha256:a53ec702830add93340b0a78abb641152dd36c6091fd97edcd76f4c8f64e2f03