International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Malware and phishing website detection has been the Internet security topics that are now a day has great interests. Compared with malware attacks, phishing website fraud is a relatively new Internet crime. Over the past few years, many clustering techniques have been employed for automatic malware and phishing website detection. In these techniques, the detection process is generally divided into two steps: feature extraction, where representative features are extracted to capture the characteristics of the file samples or the websites and categorization, where intelligent techniques are used to automatically group the file samples or websites into different classes based on computational analysis of the feature representations.