Neurosymbolic approach for attack detection in satellite communication systems

• Datum: 2024
• 1. Verfasser: Mostovyi, O.S.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2024
• Schlagworte: cybersecurity; satellite communication; neurosymbolic AI; attack detection; system architecture; machine learning; ensemble models; random forest; multilayer perceptron; system adaptability; UDC 681.3
• Online Zugang: 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...