TARMOQ TRAFIKIDA SHIFRLANGAN PAKETLARDAN TAHDIDLARNI ANIQLASH (ENCRYPTED TRAFFIC ANALYSIS).
Keywords:
shifrlangan trafik, tarmoq xavfsizligi, Encrypted Traffic Analysis, sun’iy intellekt, mashinaviy o‘rganish, tahdidlarni aniqlash.Abstract
Ushbu maqolada zamonaviy tarmoq infratuzilmasida shifrlangan paketlardan tahdidlarni aniqlash masalasi (Encrypted Traffic Analysis, ETA) batafsil o‘rganiladi. HTTPS, TLS va VPN texnologiyalari foydalanuvchi maxfiyligini ta’minlayotgan bo‘lsa-da, zararli faoliyatni aniqlashni murakkablashtiradi. Tadqiqotda paket mazmunini ochmasdan, faqat oqim statistikasi, paket xususiyatlari va metama’lumotlarga asoslangan sun’iy intellekt yondashuvi ishlab chiqildi. Olingan natijalar shifrlangan trafikda tahdidlarni aniqlashning samarali va maxfiylikni saqlaydigan usullarini ko‘rsatadi.
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