9004 Problems of information security. Computer systems Проблемы информационной безопасности. Компьютерные системы 2071-8217 4 Analysis of ultra-high volumes of network traffic based on quantum machine learning Анализ сверхвысоких объемов сетевого трафика на основе квантового машинного обучения 0000-0002-9732-0099 Kalinin Maxim max@ibks.spbstu.ru 0000-0002-2264-7513 Krundyshev Vasiliy krundyshev_vm@spbstu.ru Peter the Great St. Petersburg Polytechnic University 30 03 2021 1 39 49

This paper presents a method for analyzing network traffic based on the use of quantum machine learning. A method for encoding network traffic in terms of a quantum computer has been developed. The results of experimental studies have shown the superiority of the proposed approach over traditional machine learning methods in detecting network attacks

 network traffic analysis quantum computer quantum machine learning qubit network attacks intrusion detection system