Publication Details
Deepfakes: A Dangerous Entertainment?
facial deepfakes, speech deepfakes, deepfake detection, computer security
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.
@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"
}