Abstract: This paper utilizes support vector machine and least square-support vector machine for intrusion detection. We normalizae data, reduce the data with principal component analysis, train and test reduced data with support vector and least square support vec

Key words: Support vector machine, Least square support vector machine, Intrusion detection, Principal component analysis