Deep learning for deepfakes creation and detection: A survey

Author:

Nguyen Thanh ThiORCID,Nguyen Quoc Viet Hung,Nguyen Dung Tien,Nguyen Duc Thanh,Huynh-The Thien,Nahavandi Saeid,Nguyen Thanh Tam,Pham Quoc-Viet,Nguyen Cuong M.

Publisher

Elsevier BV

Subject

Computer Vision and Pattern Recognition,Signal Processing,Software

Reference180 articles.

1. MesoNet: A compact facial video forgery detection network;Afchar,2018

2. Detecting deep-fake videos from appearance and behavior;Agarwal,2020

3. Agarwal, Shruti, Farid, Hany, Fried, Ohad, Agrawala, Maneesh, 2020b. Detecting deep-fake videos from phoneme-viseme mismatches. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. pp. 660–661.

4. Protecting world leaders against deep fakes;Agarwal,2019

5. Limits of deepfake detection: A robust estimation viewpoint;Agarwal,2019

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