Detail publikace

Deepfakes: A Dangerous Entertainment?

FIRC, A. MALINKA, K. HANÁČEK, P.

Originální název

Deepfakes: A Dangerous Entertainment?

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

facial deepfakes, speech deepfakes, deepfake detection, computer security

Autoři

FIRC, A.; MALINKA, K.; HANÁČEK, P.

Vydáno

19. 12. 2022

Nakladatel

Akademické sdružení MAGNANIMITAS Assn.

Místo

Hradec Králové

ISBN

978-80-87952-37-5

Kniha

Recenzovaný sborník příspěvků mezinárodní vědecké konference MMK2022

Strany od

1073

Strany do

1082

Strany počet

10

BibTex

@inproceedings{BUT179922,
  author="Anton {Firc} and Kamil {Malinka} and Petr {Hanáček}",
  title="Deepfakes: A Dangerous Entertainment?",
  booktitle="Recenzovaný sborník příspěvků mezinárodní vědecké konference MMK2022",
  year="2022",
  pages="1073--1082",
  publisher="Akademické sdružení MAGNANIMITAS Assn.",
  address="Hradec Králové",
  isbn="978-80-87952-37-5"
}