GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning

DeepFake detection is pivotal in personal privacy and public safety. With the iterative advancement of DeepFake techniques, high-quality forged videos and images are becoming increasingly deceptive. Prior research has seen numerous attempts by scholars to incorporate biometric features into the fiel...

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Veröffentlicht in:	Neural networks 2024-12, Vol.180, p.106636, Article 106636
Hauptverfasser:	He, Qinlin, Peng, Chunlei, Liu, Decheng, Wang, Nannan, Gao, Xinbo
Format:	Artikel
Sprache:	eng
Schlagworte:	Attention mechanism Biometric Identification - methods Deep Learning DeepFake detection Eye-Tracking Technology Fixation, Ocular - physiology Gaze estimation Humans Neural Networks, Computer
Online-Zugang:	Volltext
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