WaViT-CDC: Wavelet Vision Transformer With Central Difference Convolutions for Spatial-Frequency Deepfake Detection

The increasing popularity of generative AI has led to a significant rise in deepfake content, creating an urgent need for generalized and reliable deepfake detection methods. Since existing approaches rely on either spatial-domain features or frequency-domain features, they struggle to generalize ac...

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Bibliographic Details
Main Authors: Nour Eldin Alaa Badr, Jean-Christophe Nebel, Darrel Greenhill, Xing Liang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11007485/
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