9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 3 10.48612/jisp/8dr8–1gna-v9bx Predicting network attacks on IoT systems using regression analysis Обнаружение сетевых атак на системы Интернета вещей с использованием регрессионного анализа 0000-0003-2849-4682 Lavrova Daria lavrova_ds@spbstu.ru Strukova Natalia Peter the Great St. Petersburg Polytechnic University 24 12 2021 4 39 50

The aim of the study is to improve the accuracy of IoT network attack detection by applying feature selection methods based on regression models. An analysis of the security problems of IoT systems is presented. The architecture of an intrusion detection system using the considered methods is developed. A software layout that implements the proposed architecture is developed and its effectiveness is evaluated

 Internet of Things intrusion detection system network attack detection prediction significance assessment feature selection