A Knowledge-Based System Implementation of Intrusion Detection Rules
Eric Flior, Tychy Anaya, Cory Moody, Mohsen Beheshti, Jianchao Han, Kazimierz Kowalski · 2010
This research determines the feasibility of using an Exsys Corvid based expert system to detect and respond to network threats and appropriately administrate a Linux-based iptables firewall in real-time. In our implementation, we attempt to replace the human domain expert required for creating the expert system knowledge base with intrusion detection rules created by data-mining on network traffic. Our expert system will be used in conjunction with intrusion detection classification rules provided by the See5 data-mining tool, which have, in turn, been created based on the data fusion of normal and malicious network traffic from multiple network sensors.