Mazkur maqolada zamonaviy axborot xavfsizligi tahdidlariga qarshi kurashishda sun’iy intellekt (SI) texnologiyalarining tutgan o‘rni chuqur tahlil qilinadi. Global miqyosda raqamli transformatsiyaning jadallashuvi bilan birga kiberxavfsizlik muammolari ham ortib bormoqda. Shunday bir vaziyatda, an’anaviy xavfsizlik choralarining o‘zi yetarli bo‘lmay qolmoqda. Maqolada sun’iy intellekt algoritmlarining kiberhujumlarni oldindan aniqlash, hujumlarni tasniflash, real vaqtli monitoring va avtonom qaror qabul qilish kabi imkoniyatlari yoritilgan. Bundan tashqari, mavjud ilmiy manbalar asosida tahdidlarni aniqlashning zamonaviy uslublari ko‘rib chiqilgan va O‘zbekiston sharoitida SI asosida xavfsizlikni mustahkamlash bo‘yicha tavsiyalar ishlab chiqilgan.
Ushbu maqolada ta’lim jarayoni bo‘yicha ma’lumotlarga asoslangan ta’lim hamda sun’iy intellekt texnologiyalarining o‘zaro integratsiyasini tahlil qilinadi. Ikkita asosiy yondashuvning darslarni samarali o‘tilishiga ta’siri…
Mazkur maqolada audio signallarda mavjud bo'lgan shovqinni bartaraf qilishning zamonaviy usullari, xususan, chuqur o'rganishga asoslangan Long Short-Term Memory (LSTM) algoritmidan foydalanish imkoniyatlari tadqiq qilingan. Audio datasetlar yordamida amalga oshiril…
Traditional artificial intelligence deployment relies heavily on probabilistic generation, introducing systemic vulnerabilities such as hallucination and unverified assertions. This article establishes a rigorous framework for executing the complete scientific method as a natural…
In multiple attribute decision making (MADM), there is often a need for comparing the attributes. In situations such as time pressure and lack of adequate knowledge, eliciting exact numerical weights from decision maker (DM) is impossible, but instead, obtaining a ranking of the…
Modern fiber-optic communication lines are the fundamental basis of digital infrastructure, however, their operation is associated with growing requirements for reliability, bandwidth and protection from physical and cyber threats, which makes traditional threshold and statistica…
This study explores enhanced oil recovery (EOR) strategies, with a focus on carbonate reservoirs constituting over 60% of global oil discoveries. While “smart water” injection proves effective in EOR for carbonate reservoirs, offshore application challenges arise due…