Enhanced intrusion detection capabilities via weighted chi-square, discretization and SVM

• Main Authors: Mohamed Yassin, Warusia, Abdollah, Mohd Faizal, Mas'ud, Mohd Zaki, Yusof, Robiah, Abdullah, Raihana Syahirah, Muda, Zaiton
• Format: Article
• Language: English
• Published: Little Lion Scientific 2018
• Online Access: http://psasir.upm.edu.my/id/eprint/72575/1/Enhanced%20intrusion%20detection%20capabilities%20.pdf; http://psasir.upm.edu.my/id/eprint/72575/; http://www.jatit.org/volumes/ninetysix18.php

Anomaly Intrusion Detection Systems (ADSs) identify patterns of network data behaviour to determine whether they are normal or represent an attack using the learning detection model. Much research has been conducted on enhancing ADSs particularly in the area of data mining that focuses on intrusive...