A Novel Counterfeit Feature Extraction Technique for Exposing Face-Swap Images Based on Deep Learning and Error Level Analysis

The quality and efficiency of generating face-swap images have been markedly strengthened by deep learning. For instance, the face-swap manipulations by DeepFake are so real that it is tricky to distinguish authenticity through automatic or manual detection. To augment the efficiency of distinguishi...

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Bibliographic Details
Main Authors: Weiguo Zhang, Chenggang Zhao, Yuxing Li
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Entropy
Subjects:
cnn
Online Access:https://www.mdpi.com/1099-4300/22/2/249