Data mining is a growing collection of computational techniques for automatic analysis of structured, semi-structured, and unstructured data with the purpose of identifying important trends and previously unknown behavioral patterns. Data mining is widely recognized as the most important and central technology for homeland security in general and for cyber warfare in particular