Enhancing Deepfake Detection: Leveraging StyleGAN3 for Robust AI-Generated Forgery Identification

The rapid advancement of generative models has significantly increased the realism of AI-generated Deepfake content, posing serious challenges to digital media integrity and forensic analysis. A key difficulty in Deepfake detection lies in achieving robust generalization when confronted with synthet...

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Hauptverfasser:	Mohammad Hafezi, Essa Q. Shahra, Shadi Basurra, Adel Aneiba, Jack Devey
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IEEE 2026-01-01
Schriftenreihe:	IEEE Access
Schlagworte:	Deepfake AI generation deep learning StyleGAN3
Online-Zugang:	https://ieeexplore.ieee.org/document/11474537/
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