AI and bioinformatics-based methods for advancing smart camera security

ТАТУ хабарлари · 2025-yil

Annotatsiya

The recent adoption of smart cameras in surveillance, smart homes and smart city facilities has cast serious questions on the issue of data protection and privacy.The standard security measures do not usually identify advanced threats and behavioural abnormalities and, consequently, one will need to consider more innovative options.This paper will suggest a combined model that will use bioinformatics tools and artificial intelligence (AI) and use them to improve the security of smart cameras.Using bioinformatics-inspired pattern recognition techniques, profile information of user and device behaviour is created and processed to identify deviations that can signal possible cyberattacks or unauthorised access.Machine learning and deep learning models are used as AI models to classify normal and abnormal activities in real time.The framework is set to handle large scale streams of video data and biometrics features and be scalable and flexible in various environments.The experimental analysis proves that the suggested solution has a tremendous positive impact on the accuracy of detection, the decrease in false alarms, and the increased resistance of smart camera systems to the changing threats.The paper reveals the opportunities of integrating bioinformatics and AI to create intelligent self-adaptive security in IoT-based surveillance systems.

Maqola ma’lumotlari
JurnalТАТУ хабарлари
NashriyotТошкент ахборот технологиялари университети
ISSN2010-9857, 2181-1083
Nashr sanasi2025-10-22
TilIngliz
Ilmiy sohaTexnika
DOI10.61663/253tuitmct4
Indeksga qo‘shilgan2026-09-02

DOI: 10.61663/253tuitmct4 · Maqolaning asl sahifasi · PDF

Ilmiy soha

Texnika

Iqtibos keltirish

APANoma’lum muallif (2025). AI and bioinformatics-based methods for advancing smart camera security. ТАТУ хабарлари. https://doi.org/10.61663/253tuitmct4
GOST (OAK)Noma’lum muallif AI and bioinformatics-based methods for advancing smart camera security // ТАТУ хабарлари. – 2025. – DOI: 10.61663/253tuitmct4.
MLANoma’lum muallif. “AI and bioinformatics-based methods for advancing smart camera security.” ТАТУ хабарлари, 2025. https://doi.org/10.61663/253tuitmct4
ChicagoNoma’lum muallif. “AI and bioinformatics-based methods for advancing smart camera security.” ТАТУ хабарлари (2025). https://doi.org/10.61663/253tuitmct4
HarvardNoma’lum muallif (2025) ‘AI and bioinformatics-based methods for advancing smart camera security’, ТАТУ хабарлари. https://doi.org/10.61663/253tuitmct4
BibTeX
@article{article2025,
  title = {AI and bioinformatics-based methods for advancing smart camera security},
  author = {Unknown},
  journal = {ТАТУ хабарлари},
  year = {2025},
  doi = {10.61663/253tuitmct4},
  url = {https://doi.org/10.61663/253tuitmct4}
}

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