Publication Details

Deepfakes: A Dangerous Entertainment?

FIRC Anton, MALINKA Kamil and HANÁČEK Petr. Deepfakes: A Dangerous Entertainment?. In: Recenzovaný sborník příspěvků mezinárodní vědecké konference MMK2022. Hradec Králové: Akademické sdružení MAGNANIMITAS Assn., 2022, pp. 1073-1082. ISBN 978-80-87952-37-5.
Czech title
Deepfakes: nebezpečná zábava?
Type
conference paper
Language
english
Authors
Firc Anton, Ing. (DITS FIT BUT)
Malinka Kamil, Mgr., Ph.D. (DITS FIT BUT)
Hanáček Petr, doc. Dr. Ing. (DITS FIT BUT)
Keywords




facial deepfakes, speech deepfakes, deepfake detection, computer security

Abstract




Deepfake technology is on the rise, and many techniques and tools for deepfake creation are being developed and publicly released. The quality of these tools is progressively growing. This wave of new-generation deepfakes brings new opportunities for innovators and bad actors. The naturalness and lack of distinctive artifacts of the latest deepfakes make them highly believable, and very difficult to differentiate between what is real and what is fake. Both machines and humans struggle to identify deepfakes. This article discusses how deepfakes are created and what types of deepfakes exist. We provide an overview of beneficial and malicious deepfake usages with real-world examples and reports. Finally, we discuss deepfake detection and provide tips on how people can spot deepfakes in the wild.

Published
2022
Pages
1073-1082
Proceedings
Recenzovaný sborník příspěvků mezinárodní vědecké konference MMK2022
Conference
International Masaryk Conference for Ph.D. Students and Young Researchers 2022, Brno, CZ
ISBN
978-80-87952-37-5
Publisher
Akademické sdružení MAGNANIMITAS Assn.
Place
Hradec Králové, CZ
BibTeX 
@INPROCEEDINGS{FITPUB12848,
   author = "Anton Firc and Kamil Malinka and Petr Han\'{a}\v{c}ek",
   title = "Deepfakes: A Dangerous Entertainment?",
   pages = "1073--1082",
   booktitle = "Recenzovan\'{y} sborn\'{i}k p\v{r}\'{i}sp\v{e}vk\r{u} mezin\'{a}rodn\'{i} v\v{e}deck\'{e} konference MMK2022",
   year = 2022,
   location = "Hradec Kr\'{a}lov\'{e}, CZ",
   publisher = "Akademick\'{e} sdru\v{z}en\'{i} MAGNANIMITAS Assn.",
   ISBN = "978-80-87952-37-5",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/12848"
}
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