Security and Data Mining

Database mining can be defined as the process of mining for implicit, previously unknown, and potentially useful information from very large databases by efficient knowledge discovery techniques. Naturally such a process may open up new inference channels, detect new intrusion patterns, and raises new security problems. New security concern and research problems are addressed and identified. Finally a particularly well developed theory, rough set theory, is discussed and some potential applications to security problems are illustrated