Digital transformation is becoming an integral part of modern business, and the implementation of artificial intelligence (AI) in a company’s processes opens up new opportunities for efficiency improvement. However, with the growth of data volumes, the importance of data protection and adherence to confidentiality principles becomes increasingly crucial. This article discusses the main aspects of digital transformation and the introduction of AI while complying with data protection laws. Special attention is given to methods of ensuring confidentiality, such as data anonymization and the use of machine learning algorithms for protecting personal information.

Ushbu maqolada raqamli logistik tizimlarda uchraydigan asosiy xavfsizlik muammolari va ularni bartaraf etish usullari tahlil qilingan. Raqamli texnologiyalarning logistikaga keng joriy etilishi natijasida axborot xavfsizligi, tizimga noqonuniy kirishlar, ma’lumotlarning maxfiyligi va uzluksizligi kabi masalalar dolzarb bo‘lib bormoqda. Tadqiqotda mavjud tahdidlar, ularning oqibatlari va zamonaviy himoya texnologiyalari, jumladan, kriptografik usullar, kirishni boshqarish tizimlari, xavfsizlik devorlari (Firewall), SIEM tizimlari va boshqa ilg‘or yechimlar yoritilgan. Shu orqali logistikada raqamli infratuzilmaning barqarorligi va ishonchliligi ta’minlanishi mumkinligi ko‘rsatib beriladi.