Optimized EWMA Control Charts in Function of Intrusion Detection

Intrusion detection is used to monitor and capture intrusions into computer and network systems which attempt to compromise the security of computer and network systems. Many intrusions manifest in dramatic changes in the intensity of events occuring in computer networks. Because of the ability of exponentially weighted moving average control charts to monitor the rate of occurrences of events based on their intensity, this technique is appropriate for implementation in intrusion detection systems.