Neurosymbolic AI for network intrusion detection systems: A survey
Jan 1, 2025·,,,,·
0 min read
Alice Bizzarri
Chung-en (Johnny) Yu
Brian Jalaian
Fabrizio Riguzzi
Nathaniel D Bastian
Abstract
This survey provides a comprehensive review of neurosymbolic AI approaches for network intrusion detection systems. We examine the integration of neural networks with symbolic reasoning to achieve robust, interpretable, and uncertainty-aware intrusion detection.
Type
Publication
Journal of Information Security and Applications, 94, 104205