Abstract
Our research created a network Intrusion Detection Math (ID Math) consisting of two components: (1) a way of specifying intrusion detection types in a manner which is more suitable for an analytical environment; and (2) a computational model which describes methodology for preparing intrusion detection data stepwise from network packets to data structures in a way which is appropriate for sophisticated analytical methods such as statistics, data mining, and computational intelligence. We used ID Math in a production Self-Organizing Map (SOM) intrusion detection system named ANNaBell as well as in the SOM+ Diagnostic System which we developed.
Recommended Citation
Patel, Purvag, Langin, Chet, Yu, Feng and Rahimi, Shahram. "Network Intrusion Detection Types and Computation." (Jan 2012).
Comments
Published in International Journal of Computer Science and Information Security , Vol. 10 No. 1 (January 2012) at https://sites.google.com/site/ijcsis/vol-10-no-1-jan-2012