Anomaly network intrusion detection method in network security based on principle component analysis

• Main Authors: Chimphlee, Witcha, Md Sap, Mohd Noor, Abdullah, Abdul Hanan, Chimphlee, Siriporn
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2006
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/3288/1/114_Witcha_D06.pdf; http://eprints.utm.my/id/eprint/3288/
• Institution: Universiti Teknologi Malaysia

Most current intrusion detection methods cannot process large amounts of audit data for real-time operation. In this paper, anomaly network intrusion detection method based on Principle Component Analysis (PCA) for data reduction and classifier in presented. Each network connection is transformed in...