Self-Supervised Feature Disentanglement for Deepfake Detection

Existing deepfake detection methods heavily rely on specific training data distributions and struggle to generalize to unknown forgery techniques. To address the challenge, this paper focuses on two critical research gaps: (1) the lack of systematic mining of standard features across multiple forger...

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Bibliographic Details
Main Authors: Bo Yan, Pan Liu, Yumin Yang, Yanming Guo
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/12/2024
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