Machine Learning Methods and Data Mining in Computer Security

Abstract

Data Mining is considered as an interdisciplinary discipline. Individuals attempt to address significant scale of DM problems using Artificial Intelligence (AI) techniques for real-world applications such as industrial, social, healthcare, predictive toxicology, and bio, chemoinformatics. This paper intends to address some confusion related to overlapping notions in Data Mining techniques and proposes a survey on one AI technique(Decision Trees), to solve specific Data Mining problems,and also a work on Data Mining for security applications. Intrusion Detection (ID) is the main research area in network security.