This scientific article analyzes multimodal security mechanismsbased on voice and video synthesis. Due to the increasing importance ofbiometric authentication methods in modern information systems, the issue ofjoint processing of audio and video data is relevant. The research used modelsbased on artificial intelligence, in particular convolutional neural networks(CNN) and recurrent neural networks (LSTM). The accuracy and reliability of thesystem were increased through a multimodal approach. The risks of deep faketechnologies and mechanisms for protecting against them were also considered.The results show that multimodal systems have high efficiency and justify theirwidespread use in the security field.
| Mualliflar | G'oipova Kh |
|---|---|
| Jurnal | Management and Economics Scientific Research Journal |
| Nashriyot | Тошкент менежмент ва иқтисодиёт институти |
| Nashr sanasi | 2026-05-21 |
| Jild | 3 |
| Son | 3 |
| Betlar | 17-22 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-10-11 |
voice synthesis, video synthesis, biometric authentication, multimodal system, artificial intelligence, CNN, LSTM, deep fake, facial recognition, voice recognition, signal processing, information security, identification, fusion, neural networks
| APA | G'oipova Kh (2026). SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS. Management and Economics Scientific Research Journal, 3(3), 17-22. https://journals.timeedu.uz/index.php/mesr/article/view/107 |
|---|---|
| GOST (OAK) | G'oipova Kh SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS // Management and Economics Scientific Research Journal. – 2026. – T. 3, № 3. – P. 17-22. |
| MLA | G'oipova Kh. “SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS.” Management and Economics Scientific Research Journal, 3(3), 17-22, 2026. https://journals.timeedu.uz/index.php/mesr/article/view/107 |
| Chicago | G'oipova Kh. “SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS.” Management and Economics Scientific Research Journal, 3(3), 17-22 (2026). https://journals.timeedu.uz/index.php/mesr/article/view/107 |
| Harvard | G'oipova Kh (2026) ‘SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS’, Management and Economics Scientific Research Journal, 3(3), 17-22. https://journals.timeedu.uz/index.php/mesr/article/view/107 |
| BibTeX | @article{goipovakh2026,
title = {SECURITY MECHANISMS BASED ON VOICE AND VIDEO SYNTHESIS},
author = {G'oipova Kh},
journal = {Management and Economics Scientific Research Journal},
year = {2026},
volume = {3},
number = {3},
pages = {17-22},
url = {https://journals.timeedu.uz/index.php/mesr/article/view/107}
} |
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