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Regular version of the site

Article

Применение алгоритмов машинного обучения при решении задач информационной безопасности

Системы высокой доступности. 2018. Т. 14. № 4. С. 20-22.
Назаров А. Н., Виноградов Ю. В., Сычев А. К.

The article studies the use of machine learning algorithms in solving information security problems, namely, in the construction of next-generation intrusion detection systems (IDS). The main drawbacks of traditional IDS (based on signature rules) are considered and methods for their solution are proposed using the algorithms of machine learning. The article presents new methods of applying machine learning algorithms, with the help of which it is possible to detect both already known threats and previously not seen variations of known threats.