Neurosymbolic AI for network intrusion detection systems: A survey

Jan 1, 2025·
Alice Bizzarri
,
Chung-en (Johnny) Yu
,
Brian Jalaian
,
Fabrizio Riguzzi
,
Nathaniel D Bastian
· 0 min read
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