Anomaly Detection Methods Rely on changed behavior after normal to worm change Three main modes of operation: Relational anomalies Statistical anomalies Protocol anomalies Relational anomaly analysis Examines inter-host relationships Services, traffic rates, etc Deviances from normalcy detected New web server, new mail server