Feature selection using rough-dpso in anomaly intrusion detection

• Main Authors: Zainal, Anazida, Maarof, Mohd. Aizaini, Shamsuddin, Siti Mariyam
• Format: Book Section
• Published: Springer Berlin / Heidelberg 2007
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/6716/; http://www.springerlink.com/content/f7gg9x253q767337/fulltext.pdf

Most of the existing IDS use all the features in network packet to evaluate and look for known intrusive patterns. Some of these features are irrelevant and redundant. The drawback to this approach is a lengthy detection process. In real-time environment this may degrade the performance of an IDS. T...