Neurosymbolic approach for attack detection in satellite communication systems

• Дата: 2024
• Автор: Mostovyi, O.S.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: PROBLEMS IN PROGRAMMING 2024
• Теми: cybersecurity; satellite communication; neurosymbolic AI; attack detection; system architecture; machine learning; ensemble models; random forest; multilayer perceptron; system adaptability; UDC 681.3
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/640
• Назва журналу: Problems in programming

Abstract: In the context of increasing cyber threats, the pressing task becomes the implementation of new protection systems for satellite communications. The proposed article presents an innovative neurosymbolic method for attack detection that integrates the capabilities of artificial intelligence...