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Intrusion detection is an integral part of computer security. It improves the security of information systems by allowing the review of patterns of access in order to discover abnormal activity of users and serving as a deterrent to users attempts to bypass system privilege or protection mechanisms. Anomaly detection systems, a subset of intrusion detection systems, model the normal system/network behavior which enables them to be extremely effective in finding and foiling both known as well as unknown or \"Zero day\" attacks.
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