SUN'IY INTELEKTDAN PEDAGOGIKADA FOYDALANGAN HOLDA KOMPYUTER TIZIMLARI VA TARMOQLARINING KIBERXAVSIZLIGI TA'MINLASH ALGORITMLARINI ISHLAB CHIQISH

Аннотация

Ushbu maqola sun'iy intellekt (SI) texnologiyalaridan pedagogik usullar bilan uyg'unlashtirilgan holda kompyuter tizimlari va tarmoqlarining kiberxavfsizligini ta'minlash uchun yangi algoritmlarni ishlab chiqishga bag'ishlangan. Maqolada kiberxavfsizlik sohasidagi mavjud muammolar va ularni hal etishda SIning o'rni tahlil qilinadi. Shuningdek, ta'lim jarayonida SI algoritmlarini qo'llash orqali kiberxavfsizlik bo'yicha bilim va ko'nikmalarni oshirish imkoniyatlari ko'rib chiqiladi. Maqolada ishlab chiqilgan yangi algoritmlarning arxitekturasi, ishlash mexanizmi va ularni amaliyotga tatbiq etish yo'llari batafsil yoritilgan. Algoritmlarning samaradorligi turli xil kiberhujumlar simulyatsiyasi orqali baholanadi va olingan natijalar muhokama qilinadi. Kalit So'zlar: Sun'iy intellekt, kiberxavfsizlik, pedagogika, algoritmlar, kompyuter tizimlari, kompyuter tarmoqlari, kiberhujumlar, ta'lim, xavfsizlikni ta'minlash. Annotation: This article is dedicated to the development of novel algorithms for ensuring the cybersecurity of computer systems and networks, utilizing artificial intelligence (AI) technologies integrated with pedagogical methods. The paper analyzes the existing challenges in the field of cybersecurity and the role of AI in addressing them. Furthermore, it explores the potential of applying AI algorithms in the educational process to enhance knowledge and skills in cybersecurity. The article details the architecture, operational mechanism, and implementation approaches of the newly developed algorithms. The effectiveness of the algorithms is evaluated through simulations of various cyberattacks, and the obtained results are discussed. Keywords: Artificial intelligence, cybersecurity, pedagogy, algorithms, computer systems, computer networks, cyberattacks, education, security assurance.