CSTAN: A Deepfake Detection Network with CST Attention for Superior Generalization

CSTAN: A Deepfake Detection Network with CST Attention for Superior Generalization

With the advancement of deepfake forgery technology, highly realistic fake faces have posed serious security risks to sensor-based facial recognition systems. Recent deepfake detection models mainly use binary classification models based on deep learning. Despite achieving high detection accuracy on...

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Bibliographic Details
Main Authors: Rui Yang, Kang You, Cheng Pang, Xiaonan Luo, Rushi Lan
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Sensors
Subjects:
deepfake detection
attention mechanism
detection model
feature extraction
Online Access:https://www.mdpi.com/1424-8220/24/22/7101
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