KOMPYUTER TARMOQLARIGA BO‘LADIGAN HUJUMLARNI ANIQLASH VA HUJUMLARNI BARTARAF ETISH ALGORITMINI ISHLAB CHIQISH
Аннотация
Annotatsiya: Kompyuter tarmoqlarining xavfsizligini ta’minlash bugungi kunda juda muhim ahamiyat kasb etmoqda. Tarmoq xavfsizligi muammolarini hal qilishda, sun’iy intelekt va mashina o‘rganish algoritmlaridan foydalanish samarali yechimlarni taqdim etadi. Ushbu maqolada, kompyuter tarmoqlariga bo‘ladigan hujumlarni aniqlash va ularni bartaraf etish uchun intelektual dastur algoritmi ishlab chiqilgan. Algoritm, tarmoq harakatlarini real vaqtda kuzatib boradi, g‘ayritabiiy yoki xavfli harakatlarni aniqlaydi va hujumlarni avtomatik tarzda bloklash uchun javob choralari ko‘radi. Buning uchun, anomaliya aniqlash, klasterlash, va tasniflash kabi sun’iy intelekt metodlari, shu jumladan, mashina o‘rganish va qayta o‘rganish algoritmlari qo‘llaniladi. Algoritm tarmoqdagi DDoS, MITM, phishing, malware, va SQL injection kabi turli xil hujumlarni aniqlash va bartaraf etishda samarali ishlaydi. Ushbu tizim o‘z-o‘zini o‘rganish imkoniyatiga ega bo‘lib, yangi hujumlarga qarshi moslashib boradi.
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