Design of GP's fitness function in gaining intrusion detection rules
Zaijian Wang, Zhongqian Fu, Bin Li, Zhenquan Zhuang · Computer Engineering and Applications Journal · 2007
Design in fitness function is one of key problems in GP’s application,according to characteristics in automatic distilling intrusion detection rules,this paper designs fitness function,and makes use of GP’s powerful search performance to gain better intrusion detection rules,in order to reduce the False Alarm rate(FA) and the Detected Attacks rate(DR).At last shows experimental results,and compares them with other papers,in this way,proves this method validity and advantage.