DeepFake Detection for Human Face Images and Videos: A Survey

Techniques for creating and manipulating multimedia information have progressed to the point where they can now ensure a high degree of realism. DeepFake is a generative deep learning algorithm that creates or modifies face features in a superrealistic form, in which it is difficult to distinguish b...

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Bibliographic Details
Published in:	IEEE Access Vol. 10; pp. 18757 - 18775
Main Authors:	Malik, Asad, Kuribayashi, Minoru, Abdullahi, Sani M., Khan, Ahmad Neyaz
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2022 Institute of Electrical and Electronics Engineers (IEEE) The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Artificial neural networks CNNs Computer & video games Crime Datasets Deception Deep learning DeepFake Electrical engineering. Electronics. Nuclear engineering Faces Forensics GANs Image manipulation Information integrity Kernel Machine learning Media Motion pictures Multimedia TK1-9971 Videos Visual effects
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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