Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System | Paper Citation Record

Observation df196abf-4f27-4018-86a0-d7b80c0018e8 · outbound

This paper cites Orthogonal subspace decomposition for gen- eralizable AI-generated image detection (Effort),.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Orthogonal subspace decomposition for gen- eralizable AI-generated image detection (Effort),

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:33.714032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d501eec2-d658-4b70-b5b8-2ba56f5fd815 · outbound

This paper cites GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:33.790490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e35aa7-18d3-4d08-b785-7f330b92ea96 · outbound

This paper cites Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:33.866437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 211e6269-03ee-4a75-a547-b040f08d5d31 · outbound

This paper cites A Sanity Check for AI-generated Image Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System A Sanity Check for AI-generated Image Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:33.976296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9606139-aa4b-4f6b-9663-baace752f2e3 · outbound

This paper cites Evaluating Deepfake Detectors in the Wild.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Evaluating Deepfake Detectors in the Wild

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.041926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1787d5b-4fb0-4278-b626-28d30b15cc8b · outbound

This paper cites Fit for purpose? Deepfake detection in the real world,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Fit for purpose? Deepfake detection in the real world,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.174897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b505f8-f97b-4814-a3c2-6fffca30618f · outbound

This paper cites How effective are publicly accessible Deepfake detection tools? a comparative evaluation of open-source and free-to-use platforms,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System How effective are publicly accessible Deepfake detection tools? a comparative evaluation of open-source and free-to-use platforms,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.320361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4e5aab9-0e52-4c2a-83fe-9dafe188bbb2 · outbound

This paper cites Perfor- mance decay in Deepfake detection: The limitations of train- ing on outdated data,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Perfor- mance decay in Deepfake detection: The limitations of train- ing on outdated data,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.436873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0581d0b4-47fb-4acf-84cd-ba5efa4eb716 · outbound

This paper cites Community forensics: Using thou- sands of generators to train fake image detectors,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Community forensics: Using thou- sands of generators to train fake image detectors,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.521247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caa0111-5421-4c21-bebe-95d7fff04c00 · outbound

This paper cites FaceForensics++: Learning to Detect Manipulated Facial Images.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System FaceForensics++: Learning to Detect Manipulated Facial Images

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.618402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89862922-1080-408f-b798-1119b743a742 · outbound

This paper cites Detecting Deepfakes with Self-Blended Images.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Detecting Deepfakes with Self-Blended Images

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.661262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db577a2-a256-4db9-9924-ed55e0c28a38 · outbound

This paper cites Implicit identity leakage: The stumbling block to improving Deepfake detection generalization,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Implicit identity leakage: The stumbling block to improving Deepfake detection generalization,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.755716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603788f4-4f34-4ed5-95e1-f4e87df9294d · outbound

This paper cites Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.840855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abcda713-a258-4a98-b8b7-9be0fa540008 · outbound

This paper cites Towards universal fake image detectors that generalize across generative models,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Towards universal fake image detectors that generalize across generative models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.903118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 768abc80-e9da-4f69-ad10-4b57552d6dd5 · outbound

This paper cites Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:34.998300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade9e249-f1d9-4326-b3ab-ce531b331a93 · outbound

This paper cites C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.094751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3699f4-ddfd-43ab-938d-7571a0897587 · outbound

This paper cites DIRE for Diffusion-Generated Image Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DIRE for Diffusion-Generated Image Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.175570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f603750d-a69b-46fb-a85d-80e1d842b619 · outbound

This paper cites DRCT: Diffusion reconstruction contrastive training towards universal detection of diffusion generated im- ages,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DRCT: Diffusion reconstruction contrastive training towards universal detection of diffusion generated im- ages,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.238231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb4ac465-239f-4c6e-821a-df255db110c0 · outbound

This paper cites Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.303304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 778cf27f-896c-4433-81a3-fbf938295abf · outbound

This paper cites A Bias-Free Training Paradigm for More General AI-generated Image Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System A Bias-Free Training Paradigm for More General AI-generated Image Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.397247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2781990-917e-4a70-bfba-2f295b1c74c0 · outbound

This paper cites Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.485474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82256ba-5471-4d47-bc66-572e309952d2 · outbound

This paper cites FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.561166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13e8cedc-195b-474d-866f-d545009a5a30 · outbound

This paper cites DeepfakeBench: A comprehensive benchmark of Deepfake detection,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DeepfakeBench: A comprehensive benchmark of Deepfake detection,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.664052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c50fc286-500d-41a2-b6f5-c304f57eeef6 · outbound

This paper cites DF40: Toward Next-Generation Deepfake Detection.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DF40: Toward Next-Generation Deepfake Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.760912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af447701-53ae-4b7e-93ea-85c98c999069 · outbound

This paper cites Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.839608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87590f8e-cafb-4f7f-ab12-f38fb0141b5b · outbound

This paper cites DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.901845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21984d87-63f4-4153-8156-73351c2ac647 · outbound

This paper cites GenVidBench: A challenging bench- mark for detecting AI-generated video,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System GenVidBench: A challenging bench- mark for detecting AI-generated video,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:35.974875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b848f7b3-2043-4b99-980a-c9b6b3d7d635 · outbound

This paper cites AI-GenBench: A new ongoing benchmark for AI-generated image detection,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System AI-GenBench: A new ongoing benchmark for AI-generated image detection,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.077162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 975ca039-3c8d-46fa-a82c-149376b55ea1 · outbound

This paper cites Survival of the fittest detec- tors: A decentralized framework for evolving Deep- fake detection,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Survival of the fittest detec- tors: A decentralized framework for evolving Deep- fake detection,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.184746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982ff3da-c32d-4859-ad33-6c28703c644d · outbound

This paper cites A ConvNet for the 2020s.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System A ConvNet for the 2020s

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.253921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 722c558b-b8ae-4006-b7a9-2f6cebc891a2 · outbound

This paper cites EVA-02: A Visual Representation for Neon Genesis.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System EVA-02: A Visual Representation for Neon Genesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.334191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb71a90-c227-4fff-8518-84010a12b4b0 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Learning Transferable Visual Models From Natural Language Supervision

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.418394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f951eb56-1184-4ce3-893f-0b9707a99d30 · outbound

This paper cites DINOv3.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System DINOv3

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.490365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa201553-194a-4f65-81b5-c4ac82ba50a9 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.552419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9bda647-3273-4c26-98e2-2f930126f14d · outbound

This paper cites Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.645630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cef6b4e-48c0-4794-ab27-db1820c5c9c8 · outbound

This paper cites Is artificial intelligence generated image detection a solved problem? (AIGIBench),.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Is artificial intelligence generated image detection a solved problem? (AIGIBench),

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.744583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42615dd6-65f7-4fa6-bd6a-54633a078501 · outbound

This paper cites Real-Time Deepfake Detection in the Real-World.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Real-Time Deepfake Detection in the Real-World

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.842474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e2acd9-e75e-49f8-9163-87c5aff1eb26 · outbound

This paper cites RAID: A dataset for testing the adversar- ial robustness of AI-generated image detectors,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System RAID: A dataset for testing the adversar- ial robustness of AI-generated image detectors,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:36.930263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9903141a-3090-4f0d-b929-b741179584ee · outbound

This paper cites CNN-generated images are surprisingly easy to spot... for now.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System CNN-generated images are surprisingly easy to spot... for now

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.014917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f853940d-9699-4094-941e-1630e9cd11e6 · outbound

This paper cites Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.060722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9ea8847-5cdc-4fe3-b84d-c93c0e13ca67 · outbound

This paper cites Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.158613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7022e3fd-2070-4600-841d-de70df47e9a9 · outbound

This paper cites Celeb-DF: A large- scale challenging dataset for DeepFake forensics,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Celeb-DF: A large- scale challenging dataset for DeepFake forensics,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.263272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3eea77e-3823-4554-ac25-0e76b43a916c · outbound

This paper cites The DeepFake Detection Challenge (DFDC) Dataset.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System The DeepFake Detection Challenge (DFDC) Dataset

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.378039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ab031b7-9103-430d-a0fe-5caa96f68025 · outbound

This paper cites SimSwap: An Efficient Framework For High Fidelity Face Swapping.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System SimSwap: An Efficient Framework For High Fidelity Face Swapping

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.485366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e12c46-6750-4d53-9e99-4370918e4509 · outbound

This paper cites GAN Prior Embedded Network for Blind Face Restoration in the Wild.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System GAN Prior Embedded Network for Blind Face Restoration in the Wild

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.654510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a8c8160-ffb4-408b-a124-5ca4ebffc132 · outbound

This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Exposing DeepFake Videos By Detecting Face Warping Artifacts

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.756767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7521dcab-63b4-41ea-b5f1-5280b37da3b5 · outbound

This paper cites Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.900462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cfafa4d-3bfe-4ec7-8d82-7cf4c459340c · outbound

This paper cites Scalable high-resolution pixel- space image synthesis with Hourglass diffusion transformers,.

Continuously Evolving Deepfake Detection: An Architecture and Public-Benchmark Evaluation of a Dynamic Detection System Scalable high-resolution pixel- space image synthesis with Hourglass diffusion transformers,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T05:51:37.964989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers