Detail publikačního výsledku

Deepfakes: A Dangerous Entertainment?

FIRC, A.; MALINKA, K.; HANÁČEK, P.

Original Title

Deepfakes: A Dangerous Entertainment?

English Title

Deepfakes: A Dangerous Entertainment?

Type

Paper in proceedings outside WoS and Scopus

Original 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.

English 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.

Keywords




facial deepfakes, speech deepfakes, deepfake detection, computer security

Key words in English




facial deepfakes, speech deepfakes, deepfake detection, computer security

Authors

FIRC, A.; MALINKA, K.; HANÁČEK, P.

RIV year

2023

Released

19.12.2022

Publisher

Akademické sdružení MAGNANIMITAS Assn.

Location

Hradec Králové

ISBN

978-80-87952-37-5

Book

Recenzovaný sborník příspěvků mezinárodní vědecké konference MMK2022

Pages from

1073

Pages to

1082

Pages count

10

Full text in the Digital Library

http://hdl.handle.net/

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"
}