Project Details
Nástroje boje proti hlasovým DeepFakes
Project Period: 1. 1. 2024 - 31. 12. 2026
Project Type: grant
Code: VB02000060
Agency: Ministry of Interior of the Czech Republic
Program: Programu bezpečnostního výzkumu ČR 2021-2026: vývoj, testování a evaluace nových bezpečnostních technologií (SECTECH) - II. veřejná soutěž
Deepfakes; artificial intelligence; computer security
Deepfakes are a new application of artificial intelligence with a significant impact on computer security. They are becoming easier than ever to create, and these tools can be used to deceive individuals and organizations, especially when combined with social engineering tactics such as phishing.
This project therefore focuses on understanding the possible uses and associated threats in the malicious use of voice deepfakes, with the intention of finding reliable strategies to mitigate these threats. By doing so, we can ensure that these innovations are used ethically and responsibly, creating a more sustainable and fairer future for all.
Its activities are focused on three main areas: enhancing the robustness of voice biometric systems against voice deepfake spoofing attacks, creating tools to counter the malicious use of voice deepfakes, and evaluating people's ability to recognize voice deepfakes, while also finding ways to increase users' security awareness.
Malinka Kamil, Mgr., Ph.D. (UITS FIT VUT) , team leader
Brukner Jan, Ing. (UPGM FIT VUT)
Burget Lukáš, doc. Ing., Ph.D. (UPGM FIT VUT)
Černocký Jan, prof. Dr. Ing. (UPGM FIT VUT)
Firc Anton, Ing. (UITS FIT VUT)
Foltyn Lukáš, Bc. (UPGM FIT VUT)
Halas Jaromír (CVT FIT VUT)
Hanáček Petr, doc. Dr. Ing. (UITS FIT VUT)
Knapovský Jan, Bc. (CVT FIT VUT)
Kotolan Martin (CVT FIT VUT)
Matějka Pavel, Ing., Ph.D. (UPGM FIT VUT)
Mihola David, Bc. (UPGM FIT VUT)
Plchot Oldřich, Ing., Ph.D. (UPGM FIT VUT)
Polok Alexander, Ing. (UPGM FIT VUT)
Reš Jakub, Ing. (UITS FIT VUT)
Rohdin Johan A., Dr. (UPGM FIT VUT)
Silnova Anna, MSc., Ph.D. (UPGM FIT VUT)
Staněk Vojtěch, Ing., Bc. (UPGM FIT VUT)
Šalko Milan, Ing. (UITS FIT VUT)
2024
- MALINKA Kamil, FIRC Anton, ŠALKO Milan, PRUDKÝ Daniel, RADAČOVSKÁ Karolína and HANÁČEK Petr. Comprehensive Multiparametric Analysis of Human Deepfake Speech Recognition. Eurasip Journal on Image and Video Processing, vol. 2024, no. 1, pp. 1-25. ISSN 1687-5281. Detail
- FIRC Anton, MALINKA Kamil and HANÁČEK Petr. Deepfake Speech Detection: A Spectrogram Analysis. In: Proceedings of the ACM Symposium on Applied Computing. Avila: Association for Computing Machinery, 2024, pp. 1312-1320. ISBN 979-8-4007-0243-3. Detail
- MALINKA Kamil, FIRC Anton, KAŠKA Petr, LAPŠANSKÝ Tomáš, ŠANDOR Oskar and HOMOLIAK Ivan. Resilience of Voice Assistants to Synthetic Speech. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Bydgoszcz: Springer Nature Switzerland AG, 2024, pp. 66-84. ISBN 978-3-031-70878-7. Detail