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Paper Citation Record · LEDGER

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2408.17065.

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

pith.paper-citation-record.v1
2408.17065 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:12:23.037700Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:29:16.596178Z

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 b2f494c0-30c9-4c2d-92d8-6683dd72c3e7 · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 145

Resolution
unresolved
no resolver link, observed 2026-08-08T21:12:23.037700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T21:12:23.037700Z digest=sha256:39a6a1ba1d6174f55f73f4b621a6b829d4e6dfacfbae11ae59f414542fc853fd

Observation 9c056045-81dc-401a-a5b1-e90a2e2f039f · inbound

CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation cites this paper.

CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T15:26:59.498474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:26:59.498474Z digest=sha256:98701d5cd40e62ecc67435e7fb708b8d7c265bafc25f1323a60b782da53b873a

Observation ea7c3680-82eb-4d01-b48e-372642163c85 · inbound

Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization cites this paper.

Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-05T14:12:32.011950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:12:32.011950Z digest=sha256:75748a814b9f5e63bbf60a0b5467218c166a572e73bb70a5c911c8b064f65381

Observation 68959c1e-67bd-45e3-a9dc-fd42dda2abd1 · inbound

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation cites this paper.

ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:33:42.096932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T19:31:12.594807Z digest=sha256:ebca7ccb1286007e35df1aeddd80a0fe20e167f6baeda4f1998dc14f54c0617b

Observation 0adf992d-b449-4c0f-89aa-bb36c45c2c77 · inbound

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks cites this paper.

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:13:18.743968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-20T13:08:29.414406Z digest=sha256:269f2cbe770fa7f29cab9cf89190c15cad206da64a552b8d25e1328e7ad9614d

Observation 2d3dda58-5847-425d-bad7-8891338fc3ad · inbound

The Regularizing Power of Language-Training Deepfake Detectors cites this paper.

The Regularizing Power of Language-Training Deepfake Detectors Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:22:46.799420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T23:19:55.111556Z digest=sha256:d914dbf1870e64da62a1be19a95eb96dcda89679c406b40d760bc275a7c565ba

Observation e16e0d05-cfdb-41cd-a0e6-1be6373c91e5 · inbound

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift cites this paper.

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T00:29:16.599206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T21:08:28.820905Z digest=sha256:1e13a75fa7e6f90d4015a3c88335e465d2320d8593f5661e5cb01054d37bf933