Guardian-AI: A novel deep learning based deepfake detection model in images

Guardian-AI: A novel deep learning based deepfake detection model in images

The rapid advancement of deepfake technology has introduced significant challenges and opportunities across various domains. This article proposes a robust deepfake detection pipeline utilising a combination of attention mechanisms, pre-trained Vision Transformers (ViTs), and Long Short-Term Memory...

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Bibliographic Details
Main Authors: Hadeel Alsolai, Khalid Mahmood, Asma Alshuhail, Achraf Ben Miled, Mohammed Alqahtani, Abdulrhman Alshareef, Fouad Shoie Alallah, Bandar M. Alghamdi
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Alexandria Engineering Journal
Subjects:
Deep learning
Deepfake
CDDB
ViT transformer
Attention mechanism
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016825005927
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http://www.sciencedirect.com/science/article/pii/S1110016825005927

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