Network Security White Papers
EWMA Techniques for Computer Intrusion Detection Through Anomalous Changes in Event Intensity
Overview 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. To protect information systems from intrusions and thus assure the reliability and quality of service of information systems, it is highly desirable to develop techniques that detect intrusions into information systems. Many intrusions manifest in dramatic changes in the intensity of events occurring in information systems. Because of the ability of Exponentially Weighted Moving Average (EWMA) control charts to monitor the rate of occurrences of events based on their intensity, they apply three EWMA statistics to detect anomalous changes in the events intensity for intrusion detections.
| Publisher | John Wiley & Sons | File Format | |
|---|---|---|---|
| Date Published | August 2002 | ||
| Format | White Papers | ||
| Topics | |||
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