Flow based bonet traffic detection using AI

• Дата: 2023
• Автор: Panchuk, B.O.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2023
• Теми: information security; intrusion detection; botnet; network flow; artificial intelligence; UDC 004.4
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/538
• Назва журналу: Problems in programming

This paper outlines the generalized framework for building end-to-end botnet network activity detection systems using artificial intelligence (AI) techniques. The paper describes network flows reconstruction as a primary feature-extraction method and considers different AI classifiers for achieving...