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Deepfake face detection using hybrid bag-of-visual-words and multi-CNN feature fusion

Abstract Recent advances in generative modeling have enabled the creation of highly realistic deepfake facial images, posing significant risks to digital security, media integrity, and public trust. Although deep learning–based detection methods have achieved strong performance, they often suffer fr...

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Autors principals: Maher Alrahhal, Fatimah Alqahtani, Rohaya Latip, Mohammad AlShabi, Walaa M. Abd-Elhafiez
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2026-05-01
Col·lecció:Scientific Reports
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Accés en línia:https://doi.org/10.1038/s41598-026-53464-w
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