Deepfake detection based on cross-domain local characteristic analysis with multi-domain transformer

Deepfake detection based on cross-domain local characteristic analysis with multi-domain transformer

Deepfake videos present a significant challenge in the current media landscape. While current deepfake detection methods demonstrate satisfactory performance, there is still room for improvement in their ability to generalize and detect unseen scenarios, particularly those involving imperceptible cu...

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Váldodahkkit: Muhammad Ahmad Amin, Yongjian Hu, Chang-Tsun Li, Beibei Liu
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Elsevier 2024-03-01
Ráidu:Alexandria Engineering Journal
Fáttát:
Deepfake detection
Multi-domain transformer
Generalization performance
Spectral anomalies
Spatial-frequency domains
Liŋkkat:http://www.sciencedirect.com/science/article/pii/S1110016824001753

Interneahtta

http://www.sciencedirect.com/science/article/pii/S1110016824001753

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