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Algorithm in Distilling Fuzzy Intrusion Detection Rules Automatically Based on Genetic Programming

Flexible encoding of GP and fuzzy attribute are made use to obtain rules depicted naturally, so that the rules are easy to be understood and the powerful search performance of GP is used to form better intrusion detection rules.

Design of GP's fitness function in gaining intrusion detection rules

Experimental results and comparison with other papers prove this method validity and advantage in fitness function design.

Application of Repairing GP in Automatically Distilling Intrusion Detection Rules

This paper makes use of GP's powerful search performance to gain better intrusion detection rules, in order to reduce the false alarm rate and the detected attacks rate.
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