Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 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 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:40:28.634909Z

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 cd4b482a-eed3-44f6-8e4d-fa20f8210918 · inbound

Identity-Preserving Text-to-Video Generation by Frequency Decomposition cites this paper.

Identity-Preserving Text-to-Video Generation by Frequency Decomposition Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-12T12:10:27.389333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3065e7-b327-4c29-baec-019484e3e5c3 · inbound

Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey cites this paper.

Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 230

Resolution: unresolved; no resolver link, observed 2026-08-12T11:45:10.174113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb39d8fa-5a90-4438-923d-fd603ef2af9a · inbound

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook cites this paper.

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 257

Resolution: unresolved; no resolver link, observed 2026-08-12T10:08:49.479583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

Observation f29f7110-f7ff-4b97-a5cf-fa8f047685a3 · inbound

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks cites this paper.

T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:40:28.634909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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 2026-08-21T06:32:19.484+00:00.

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 2026-08-21T06:32:19.484+00:00.

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 2026-08-21T06:32:19.484+00:00.

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 2026-08-21T06:32:19.484+00:00.