Detail publikace

Practical lessons of (deep)faking human speech

FIRC, A. MALINKA, K.

Originální název

Practical lessons of (deep)faking human speech

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

Deepfakes are an emerging threat to computer security. Various usages range from spreading fake news to identity theft. A particular subset of this problem is using deepfakes to spoof biometrics systems. The attacker spoofs an individual's identity by synthesizing his voice or appearance and uses this spoofed identity to gain access into a system secured by biometrics authentication. In our former research, we demonstrated that speech deepfakes present a threat not only to voice biometrics systems but also to people. We presented that text-dependent verification is more resilient to deepfakes than text-independent verification. This paper aims to summarize our former research with its results and to highlight the powerful role of open-source tools in this area.

Klíčová slova

deepfakes, biometrics, spoofing attack, impersonation

Autoři

FIRC, A.; MALINKA, K.

Vydáno

30. 5. 2022

Nakladatel

Czech Open Systems User's Group

Místo

Radešín

ISBN

978-80-86583-34-1

Kniha

Sborník příspevků z 54. konference EurOpen.CZ, 28.5.-1.6.2022

Strany od

161

Strany do

172

Strany počet

12

URL

https://europen.cz/Anot/54-1/sbornik-54.pdf

BibTex

@inproceedings{BUT177797,
  author="Anton {Firc} and Kamil {Malinka}",
  title="Practical lessons of (deep)faking human speech",
  booktitle="Sborník příspevků z 54. konference EurOpen.CZ, 28.5.-1.6.2022",
  year="2022",
  pages="161--172",
  publisher="Czech Open Systems User's Group",
  address="Radešín",
  isbn="978-80-86583-34-1",
  url="https://europen.cz/Anot/54-1/sbornik-54.pdf"
}