9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 2 Anomaly detection in cyber-physical systems using graph neural networks Обнаружение атак в сетях с динамической топологией на основе адаптивной нейро-нечеткой системы вывода Ivanov M. 0000-0003-1345-1874 Pavlenko Evgeny pavlenko_eyu@spbstu.ru Peter the Great St. Petersburg Polytechnic University 03 06 2021 2 21 40

This paper presents a security study of networks with dynamic topology. As a solution to the problem of attack detection, an approach to attack detection in networks with dynamic topology based on adaptive neuro-fuzzy inference system was developed. A software layout of the system that implements the proposed approach has been developed and its effectiveness has been evaluated using various metrics. Experimental results confirmed the validity and effectiveness of the developed approach for attack detection in networks with dynamic topology

 dynamic topology networks attack detection network security machine learning fuzzy logic neural networks