Статьи

ARTIFICIAL INTELLIGENCE IN CYBERSECURITY: OPPORTUNITIES, RISKS, AND RESPONSIBLE IMPLEMENTATION

Том 4 № 69 (2026): Наука и инновации 115-117

2026-08-24 Статьи CC BY 4.0 Open Access

Авторы

  • Baliyev Firdavs student, faculty of Cybersecurity Tashkent University of Information Technologies named after Muhammad Al-Khwarizmi

Аннотация

This article examines the dual role of artificial intelligence in cybersecurity. AI can help security teams analyze large event streams, detect suspicious behavior, prioritize vulnerabilities, and respond to incidents more quickly. At the same time, AI systems create new risks involving poisoned data, adversarial inputs, model theft, privacy leakage, prompt injection, and unsafe automation. The paper proposes a responsible implementation model that combines secure data, validated models, human oversight, continuous monitoring, and measurable governance.

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Библиографические ссылки

Tabassi, E. (2023). Artificial Intelligence Risk Management Framework (AI RMF 1.0). NIST AI 100-1. https://doi.org/10.6028/NIST.AI.100-1

Vassilev, A., Oprea, A., Fordyce, A., Anderson, H., Davies, X., & Hamin, M. (2025). Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations. NIST AI 100-2e2025. https://doi.org/10.6028/NIST.AI.100-2e2025

Autio, C., Schwartz, R., Dunietz, J., Jain, S., Stanley, M., Tabassi, E., Hall, P., & Roberts, K. (2024). Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile. NIST AI 600-1. https://doi.org/10.6028/NIST.AI.600-1

European Union Agency for Cybersecurity (ENISA). (2021). Securing Machine Learning Algorithms. https://www.enisa.europa.eu/publications/securing-machine-learning-algorithms

Yesbosinova, N. (2026). The pedagogical and psychological essence of developing teachers' writing skills. в international conference on health & technology (Т. 2, Выпуск 1, сс. 10–12). Zenodo. https://doi.org/10.5281/zenodo.18194399

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    Опубликован

    2026-08-24

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    Baliyev, F. (2026). ARTIFICIAL INTELLIGENCE IN CYBERSECURITY: OPPORTUNITIES, RISKS, AND RESPONSIBLE IMPLEMENTATION. Наука и инновации, 4(69), 115-117. https://www.in-academy.uz/index.php/SI/article/view/56291
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