Deep forgery discriminator via image degradation analysis

Abstract Generative adversarial network‐based deep generative model is widely applied in creating hyper‐realistic face‐swapping images and videos. However, its malicious use has posed a great threat to online contents, thus making detecting the authenticity of images and videos a tricky task. Most o...

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Bibliographic Details
Main Authors: Miaomiao Yu, Jun Zhang, Shuohao Li, Jun Lei, Fenglei Wang, Hao Zhou
Format: Article
Language:English
Published: Wiley 2021-09-01
Series:IET Image Processing
Online Access:https://doi.org/10.1049/ipr2.12234