Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:38:00.771550Z
Paper Citation Record · LEDGER
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
As of 20 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 6 inbound Pith citation observations for arXiv:2501.01184.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:34:11.272456Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-28T23:22:46.822091Z
Reference resolution
75 of 75 outbound references displayed
- verified exact1
- verified fuzzy55
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 757470ac-e8cf-463f-9bbe-f28f6378158e · outbound
This paper cites Third Time's the Charm? Image and Video Editing with StyleGAN3.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Third Time's the Charm? Image and Video Editing with StyleGAN3
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T22:38:01.060259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1ce7dc08-c90b-4daf-9852-eddf056835af · outbound
This paper cites Is space-time attention all you need for video understanding? In Proceedings of the International Conference on Machine Learning (ICML), 2021.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Is space-time attention all you need for video understanding? In Proceedings of the International Conference on Machine Learning (ICML), 2021
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.897344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5e0830be-0214-4255-894d-71f620c8d1e1 · outbound
This paper cites End-to-end reconstruction- classification learning for face forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection End-to-end reconstruction- classification learning for face forgery detection
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.883629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3e77d780-3d1c-41e2-82ac-ee5319c7b665 · outbound
This paper cites Emerging Properties in Self-Supervised Vision Transformers.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Emerging Properties in Self-Supervised Vision Transformers
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.455718Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1017a74-8084-4b56-9fc4-0b2733771421 · outbound
This paper cites Finance worker pays out $25 million after video call with deepfake ”chief finan- cial officer”.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Finance worker pays out $25 million after video call with deepfake ”chief finan- cial officer”
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.868746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1b043997-37ad-490a-9d06-7f5559a00740 · outbound
This paper cites Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Self-supervised learning of adversarial example: Towards good generalizations for deepfake detection
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.854365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e1b1af75-fadd-4e16-af9f-b8495f9993c9 · outbound
This paper cites Ost: Improving generalization of deepfake de- tection via one-shot test-time training.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Ost: Improving generalization of deepfake de- tection via one-shot test-time training
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.839239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 49c4c96f-7c3c-47e7-836d-dddf00853d8b · outbound
This paper cites Colorful cutout: Enhanc- ing image data augmentation with curriculum learning, 2024.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Colorful cutout: Enhanc- ing image data augmentation with curriculum learning, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.823473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 88847874-f99c-444d-8d7d-85221fe415e3 · outbound
This paper cites Exploiting style latent flows for generalizing deepfake video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Exploiting style latent flows for generalizing deepfake video detection
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.810126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 775844f8-037a-4364-9866-2cbf2d44d796 · outbound
This paper cites Faceswapdevs.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Faceswapdevs
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.796143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c193d848-9cdb-4989-9e3b-d16ab52d6a58 · outbound
This paper cites RetinaFace: Single-stage Dense Face Localisation in the Wild.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection RetinaFace: Single-stage Dense Face Localisation in the Wild
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.487065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32d5b422-8a4c-48d2-9fd0-e2c4841a1158 · outbound
This paper cites an unresolved cited work.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:38:01.782343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bcbcd36e-cf6d-4c02-8839-2a47e31b4246 · outbound
This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection The Deepfake Detection Challenge (DFDC) Preview Dataset
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.495911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65c28a78-66de-4818-a048-f6aa595def2d · outbound
This paper cites The DeepFake Detection Challenge (DFDC) Dataset.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection The DeepFake Detection Challenge (DFDC) Dataset
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.500414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c85f929d-ba6e-4447-b488-12e6dfe7ba71 · outbound
This paper cites Implicit identity leakage: The stum- bling block to improving deepfake detection generalization.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Implicit identity leakage: The stum- bling block to improving deepfake detection generalization
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.767895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1b886fdf-edf2-46f0-af93-cf0d47fe5097 · outbound
This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.509620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9cf73f1-f292-4d5b-b506-4ba7b69b75ea · outbound
This paper cites Contributing data to deepfake detection research.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Contributing data to deepfake detection research
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.753985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b3af5e45-1dd7-4605-94ec-31fd4709a1c3 · outbound
This paper cites Sharpness-Aware Minimization for Efficiently Improving Generalization.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Sharpness-Aware Minimization for Efficiently Improving Generalization
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.518420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83d326e7-0572-4360-bc2a-b71a02e46e76 · outbound
This paper cites Grafton, Miguel P.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Grafton, Miguel P
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.740625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cdc86aea-e4ba-4c03-8408-e9202cdde053 · outbound
This paper cites Spatio-temporal Features for Generalized Detection of Deepfake Videos.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Spatio-temporal Features for Generalized Detection of Deepfake Videos
Reference 20
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-10T22:38:00.946971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 812c7f6b-0188-4748-b870-98e2f4a4300a · outbound
This paper cites Keepaugment: A simple information- preserving data augmentation approach.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Keepaugment: A simple information- preserving data augmentation approach
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.727000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 91db1821-789c-4ae0-89e2-b374a727bb90 · outbound
This paper cites Generative adversarial nets.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Generative adversarial nets
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.712351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cea78162-579d-4520-b563-d06c4a603d5e · outbound
This paper cites Spatiotemporal incon- sistency learning for deepfake video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Spatiotemporal incon- sistency learning for deepfake video detection
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.699174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52c29345-7a7b-44e2-92d2-a192ca794368 · outbound
This paper cites St-sbv: Spatial-temporal self-blended videos for deep- fake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection St-sbv: Spatial-temporal self-blended videos for deep- fake detection
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.684596Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8724ed6b-91c6-4c73-be54-2e3a552eb67a · outbound
This paper cites Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.550023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa81c49e-48f9-49f1-b4ab-e42f6730c355 · outbound
This paper cites Leveraging real talking faces via self- supervision for robust forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Leveraging real talking faces via self- supervision for robust forgery detection
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.669900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9af2e186-bd5d-4d3f-88db-411f7f62b4a5 · outbound
This paper cites an unresolved cited work.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:38:01.656027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6eabaaeb-97e6-4ccb-b572-773a29a07afe · outbound
This paper cites Masked autoencoders are scalable vision learners.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Masked autoencoders are scalable vision learners
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.640786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b4bba090-c04c-4573-ba14-8ab3c4a75633 · outbound
This paper cites DeeperForensics-1.0: A large-scale dataset for real-world face forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection DeeperForensics-1.0: A large-scale dataset for real-world face forgery detection
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.626813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3460379-3809-46ef-b61a-3d623f9284f8 · outbound
This paper cites an unresolved cited work.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:38:01.612317Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3ebb44a-73f2-4167-be16-206b36cda2c1 · outbound
This paper cites Faceswap.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Faceswap
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.598519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6c1ad8a9-b16a-44d9-908f-ee51d25a9e8e · outbound
This paper cites Advancing high fidelity identity swapping for forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Advancing high fidelity identity swapping for forgery detection
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.584461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e2159a9a-514e-461d-a3c8-22abe040a2ca · outbound
This paper cites Face x-ray for more general face forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Face x-ray for more general face forgery detection
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.569376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cb23aca0-9dde-4167-9622-dd5c4deb045a · outbound
This paper cites Spatio-temporal catcher: A self-supervised transformer for deepfake video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Spatio-temporal catcher: A self-supervised transformer for deepfake video detection
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.555682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9c64563d-7fe6-4d32-a294-51444630cc86 · outbound
This paper cites Exposing deepfake videos by de- tecting face warping artifacts.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Exposing deepfake videos by de- tecting face warping artifacts
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.541515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3621868b-cd92-449d-9ff1-dd23c2eee789 · outbound
This paper cites Celeb-df: A large-scale challenging dataset for deep- fake forensics.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Celeb-df: A large-scale challenging dataset for deep- fake forensics
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.526473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7b0b3a6e-e865-4bcb-bcef-bd12efb3b7dd · outbound
This paper cites Gen- eralizing face forgery detection with high-frequency fea- tures.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Gen- eralizing face forgery detection with high-frequency fea- tures
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.512292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 17c3b81b-d24e-4ef0-9d4e-a43b7ed87698 · outbound
This paper cites Domainforensics: Exposing face forgery across domains via bi-directional adaptation.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Domainforensics: Exposing face forgery across domains via bi-directional adaptation
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.497924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 492550ea-68ae-46b7-9eb6-db469184935b · outbound
This paper cites Untag: Learning generic features for unsupervised type-agnostic deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Untag: Learning generic features for unsupervised type-agnostic deepfake detection
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.483684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c50f56b6-8c5d-41d4-907f-dc637b6504e7 · outbound
This paper cites When Does Label Smoothing Help?.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection When Does Label Smoothing Help?
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.617192Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 156c9e31-5c52-4ab8-a8d8-d87a10fa57e8 · outbound
This paper cites FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection FakeFormer: Efficient Vulnerability-Driven Transformers for Generalisable Deepfake Detection
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.621719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3627845b-9be0-4754-89e3-37168e9c8a2c · outbound
This paper cites Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Laa-net: Localized artifact attention network for quality-agnostic and generalizable deepfake de- tection
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.469475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e254a251-9a9e-4f19-94f6-3367587b3018 · outbound
This paper cites FSGANv2: Improved subject agnostic face swapping and reenactment.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection FSGANv2: Improved subject agnostic face swapping and reenactment
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.454266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a992c2b8-d2ba-4636-a81b-2be05eaa1bf8 · outbound
This paper cites Thinking in frequency: Face forgery detection by min- ing frequency-aware clues.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Thinking in frequency: Face forgery detection by min- ing frequency-aware clues
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.439726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 754f4297-be57-45d5-8305-fcae59d39265 · outbound
This paper cites South korea to criminalize watching or possess- ing sexually explicit deepfakes.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection South korea to criminalize watching or possess- ing sexually explicit deepfakes
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.424889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 95d174e4-940a-46ff-aac9-6694a5667416 · outbound
This paper cites FaceForen- sics++: Learning to detect manipulated facial images.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection FaceForen- sics++: Learning to detect manipulated facial images
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.410134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c180ce7f-6068-4ffd-9b3d-3aaecabb588d · outbound
This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.648738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90652379-bf72-43b1-8a19-9f3a20512588 · outbound
This paper cites Detecting deep- fakes with self-blended images.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Detecting deep- fakes with self-blended images
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.395776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c2b2952c-fa00-4e38-9107-55f0bac3813c · outbound
This paper cites Collaborative learning for deep neural networks.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Collaborative learning for deep neural networks
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.380688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 72e76968-d1de-4d84-adaf-c4f704cc7269 · outbound
This paper cites Deferred Neural Rendering: Image Synthesis using Neural Textures.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Deferred Neural Rendering: Image Synthesis using Neural Textures
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.662678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63592e04-0068-4cd6-abed-54f95d35b8d7 · outbound
This paper cites Face2Face: Real-time Face Capture and Reenactment of RGB Videos.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Face2Face: Real-time Face Capture and Reenactment of RGB Videos
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.667661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb95b0d-196f-4de1-af04-59fbb3be41a3 · outbound
This paper cites Training data-efficient image transformers & distillation through attention.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Training data-efficient image transformers & distillation through attention
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.672146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 534b589b-2193-48ae-acad-3cc678095def · outbound
This paper cites Deepfake presidents used in Russia-Ukraine war.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Deepfake presidents used in Russia-Ukraine war
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.366123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1f1d8eee-6921-4b45-abe2-4c246a91b491 · outbound
This paper cites Representative forgery mining for fake face detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Representative forgery mining for fake face detection
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.352455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 304c86a5-fe84-4055-ac7b-61e8dd0c352c · outbound
This paper cites Dynamic graph learning with content-guided spatial- frequency relation reasoning for deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Dynamic graph learning with content-guided spatial- frequency relation reasoning for deepfake detection
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.338796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6b66057d-a9a6-480c-90c7-66ecff767e95 · outbound
This paper cites Altfreezing for more general video face forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Altfreezing for more general video face forgery detection
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.325433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bac0dc88-c010-44cb-93c2-3234f0471aaa · outbound
This paper cites Tall: Thumbnail layout for deep- fake video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Tall: Thumbnail layout for deep- fake video detection
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.311879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e318918f-9c0e-4298-ac16-793a02c41e80 · outbound
This paper cites Mobilefaceswap: A lightweight framework for video face swapping.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Mobilefaceswap: A lightweight framework for video face swapping
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.297925Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c7e77346-c757-44e7-b47b-1899de8e30f0 · outbound
This paper cites Ucf: Uncovering common features for generalizable deep- fake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Ucf: Uncovering common features for generalizable deep- fake detection
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.283917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f0e36101-6df4-4719-a8d4-11da6539324a · outbound
This paper cites Transcending forgery specificity with latent space augmentation for generalizable deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Transcending forgery specificity with latent space augmentation for generalizable deepfake detection
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.270113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 40700b58-d24d-4e42-96e9-e205e8674090 · outbound
This paper cites Df40: Toward next-generation deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Df40: Toward next-generation deepfake detection
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.255117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9b6b2c11-4aa0-4e74-aaf0-1f61f91be803 · outbound
This paper cites Generalizing deepfake video detection with plug- and-play: Video-level blending and spatiotemporal adapter tuning.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Generalizing deepfake video detection with plug- and-play: Video-level blending and spatiotemporal adapter tuning
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.240951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0213a654-03ef-496e-b7f5-f57596140c9d · outbound
This paper cites Local region frequency guided dynamic inconsistency network for deep- fake video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Local region frequency guided dynamic inconsistency network for deep- fake video detection
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.225211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation db4ac482-194c-4cbe-8806-796b88f09c63 · outbound
This paper cites Deepfake video detection with spatiotemporal dropout transformer.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Deepfake video detection with spatiotemporal dropout transformer
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.210759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ec058fd5-edc1-4a0c-9259-ce9f4a4152c0 · outbound
This paper cites Learning natural consistency represen- tation for face forgery video detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Learning natural consistency represen- tation for face forgery video detection
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.196515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e7f9983c-d257-43b9-ab49-30458728478d · outbound
This paper cites mixup: Beyond Empirical Risk Minimization.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection mixup: Beyond Empirical Risk Minimization
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.732374Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9dde089-3edf-4b19-bda3-2bd9c2e71fec · outbound
This paper cites Istvt: Interpretable spatial- temporal video transformer for deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Istvt: Interpretable spatial- temporal video transformer for deepfake detection
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.181491Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 92cc75bc-12a5-4283-9371-b2bf9affcfdc · outbound
This paper cites Learning self-consistency for deepfake detec- tion.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Learning self-consistency for deepfake detec- tion
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.166649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ec434534-c948-45ee-94d4-02509f75ec3e · outbound
This paper cites Multi-attentional deep- fake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Multi-attentional deep- fake detection
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.152430Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 87069f6d-11c4-459e-9262-85efd81735f3 · outbound
This paper cites Diffswap: High-fidelity and control- lable face swapping via 3d-aware masked diffusion.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Diffswap: High-fidelity and control- lable face swapping via 3d-aware masked diffusion
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.136205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7ef1d3c9-ea53-4a72-9ec7-861d4b6a90c2 · outbound
This paper cites Exploring temporal coherence for more gen- eral video face forgery detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Exploring temporal coherence for more gen- eral video face forgery detection
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.120826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 86d107b9-c80c-4611-a73d-0f80608a1dc6 · outbound
This paper cites Random Erasing Data Augmentation.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Random Erasing Data Augmentation
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:38:00.757916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e725797-129e-4277-8ed4-0c9ea1e326bb · outbound
This paper cites One shot face swapping on megapixels.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection One shot face swapping on megapixels
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.105207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 97cc9bb7-82e7-4b4e-b34e-e1b4403d7137 · outbound
This paper cites Wilddeepfake: A challenging real-world dataset for deepfake detection.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Wilddeepfake: A challenging real-world dataset for deepfake detection
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.090038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 85d9672f-7bb0-4f62-98d1-00d0fb28ae7f · outbound
This paper cites Aver- age.
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Aver- age
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T22:38:01.075595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation ec66304e-227d-468b-9b56-71001d869c62 · 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 Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 205
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:34:11.272456Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38b1b72d-3949-4fe3-94df-5357e0d9c3f2 · inbound
CMTA: Leveraging Cross-Modal Temporal Artifacts for Generalizable AI-Generated Video Detection cites this paper.
CMTA: Leveraging Cross-Modal Temporal Artifacts for Generalizable AI-Generated Video Detection Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T15:16:09.968116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ee07dc6a-45fa-47b6-a58d-fb39c659de68 · inbound
CAM-VFD: Cross-Attention Multimodal Video Forgery Detection cites this paper.
CAM-VFD: Cross-Attention Multimodal Video Forgery Detection Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T15:13:25.051336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9d42861d-ec21-4742-addc-f85e8ff1c58a · 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 Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:13:18.736821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e3f633c8-ef50-4b4c-8c6b-e40afa92b973 · inbound
The Regularizing Power of Language-Training Deepfake Detectors cites this paper.
The Regularizing Power of Language-Training Deepfake Detectors Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 41
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-28T23:22:46.823534Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e39e51b4-50da-46a6-b4e4-b238bb7a7453 · inbound
Detecting AI-Generated Video: A Vision-Language Dual-View Survey cites this paper.
Detecting AI-Generated Video: A Vision-Language Dual-View Survey Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T09:16:37.881212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.