Hybrid framework for image forgery detection and robustness against adversarial attacks using vision transformer and SVM

Abstract People routinely capture photos and videos to document their daily experiences, with such visual media frequently regarded as reliable sources of evidence. The proliferation of social networking platforms, digital photography technologies, and image manipulation applications have introduced...

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Autors principals:	Mohamed Abdelmaksoud, Basheer Youssef, Khaled Wassif, Reda A. El-Khoribi
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-11-01
Col·lecció:	Scientific Reports
Matèries:	Forgery detection Vision transformer Support vector machine (SVM) Adversarial attack Adversarial training
Accés en línia:	https://doi.org/10.1038/s41598-025-25436-z
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