SUN’IY INTELEKT ALGORITMLARI YORDAMIDA SM4 SHIFRLASH ALGORITMINING S-BLOK KOMPENTINI O‘QITISH VA S-BLOK AKSLANTIRISHNI MASHINALI O‘QITISH MODELI YORDAMIDA AMALGA OSHIRISH

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Abstrak:

Ushbu maqolada sun’iy intellekt algoritmlari yordamida SM4 shifrlash algoritmining S-box (Substitution box) komponentini mashinaviy o‘qitish modeli orqali o‘qitish jarayoni yoritiladi. SM4 algoritmi Xitoy milliy simmetrik blok shifrlash standarti bo‘lib, uning xavfsizlik darajasini oshirish uchun asosiy komponentlaridan biri bo‘lgan S-box nolinear akslantirish funksiyasini o‘rganish va model orqali takrorlash muhim ahamiyat kasb etadi. Ushbu jarayonda mashinaviy o‘qitish texnikalari, xususan, sun’iy neyron tarmoqlari va boshqa mashinaviy o‘qitish algoritmlarining roliga e’tibor qaratiladi.

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