Analysis of Machine Learning Techniques for Intrusion Detection System: A Review

Asghar AliShah, Malik Sikander Hayat Khiyal, Muhammad Daud Awan
2015 International Journal of Computer Applications  
Security is a key issue to both computer and computer networks. Intrusion detection System (IDS) is one of the major research problems in network security. IDSs are developed to detect both known and unknown attacks. There are many techniques used in IDS for protecting computers and networks from network based and host based attacks. Various Machine learning techniques are used in IDS. This study analyzes machine learning techniques in IDS. It also reviews many related studies done in the
more » ... from 2000 to 2012 and it focuses on machine learning techniques. Related studies include single, hybrid, ensemble classifiers, baseline and datasets used.
doi:10.5120/21047-3678 fatcat:pljhydysizblhkmufyers3ic2a