Feature selection using rough set in intrusion detection

• Main Authors: Zainal, Anazida, Maarof, Mohd. Aizaini, Shamsuddin, Siti Mariyam
• Format: Conference or Workshop Item
• Language: English
• Published: 2006
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/3228/1/TENCON_2006.pdf; http://eprints.utm.my/id/eprint/3228/
• Institution: Universiti Teknologi Malaysia

Most of existing Intrusion Detection Systems use all data features to detect an intrusion. Very little works address the importance of having a small feature subset in designing an efficient intrusion detection system. Some features are redundant and some contribute little to the intrusion detection...