A study on advanced statistical analysis for network anomaly detection

• Main Authors: Ngadi, Md. Asri, Idris, Mohd. Yazid, Abdullah, Abd. Hanan
• Format: Monograph
• Published: Faculty of Computer Science and Information System 2005
• Online Access: http://eprints.utm.my/id/eprint/9074/
• Institution: Universiti Teknologi Malaysia

Algorithms for building detection models are usually classified into two categories: misuse detection and anomaly detection. Misuse detection algorithms model know attack behavior. They compare sensor data to attack patterns learned from the training data. Anomaly detection algorithms model normal b...