APPLICATION OF FACIAL RECOGNITION TECHNOLOGIES FOR ENHANCING CONTROL IN INFORMATION SECURITY SYSTEMS

ZASTOSOWANIE TECHNOLOGII ROZPOZNAWANIA TWARZY W CELU ZWIĘKSZENIA KONTROLI W SYSTEMACH BEZPIECZEŃSTWA INFORMACYJNEGO
Smailov N. Kadyrova R. Abdulina K. Uralova F. Kubanova N. Sabibolda A.
30 September 2025 Politechnika Lubelska

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Srodowiska
2025 #15 Issue 3 55 - 58 pp.

This article investigates contemporary advancements in information security technologies, with a focus on automated access control systems and their integration with biometric solutions. Particular emphasis is placed on the potential of facial recognition technologies to strengthen security protocols and streamline access management for restricted areas. A Python-based implementation utilizing the OpenCV library is presented, demonstrating real-time recognition capabilities and dynamic visitor data handling. In contrast to earlier conceptual works, this study provides a detailed description of the applied recognition algorithm, training procedure, and evaluation methodology. The system was tested in 200 experimental trials with 20 participants under varying conditions, including changes in lighting, distance, and partial occlusions such as masks and sunglasses. Performance metrics – accuracy, precision, recall, and F1-score – were calculated based on confusion-matrix analysis. The results confirm that the proposed prototype ensures reliable operation in diverse environments, offering a scalable and cost-effective solution for enhancing access control mechanisms. By combining technical rigor with practical implementation, the study underscores the feasibility of adopting facial recognition systems to improve both security and operational efficiency.

access control , automated systems , biometric technologies , data analysis , facial recognition , information security

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Institute of Mechanics and Machine Science Named by Academician U.A. Dzholdasbekov, Almaty, Kazakhstan
Almaty Academy of Ministry of Internal Affairs, Department of Cyber Security and Information Technology, Almaty, Kazakhstan
Satbayev University, Department of Radio Engineering, Electronics and Space Technologies, Almaty, Kazakhstan

Institute of Mechanics and Machine Science Named by Academician U.A. Dzholdasbekov
Almaty Academy of Ministry of Internal Affairs
Satbayev University

10 лет помогаем публиковать статьи Международный издатель

Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026