Network Intrusion Detection Based on Improved Genetic Algorithm
Wentao Liu · Journal of Chongqing Technology and Business University · 2010
In order to get complete intrusion detection rules,this paper uses the method based on an improved genetic algorithm which uses the crowding and gradient operator to produce intrusion detection rules.It can get the local and global optimal solutions.The realizing process of creating the intrusion detection rules using this algorithm is analyzed in detail.The chromosome code and fitness function and every operator are proposed.The experiments show that the algorithm is efficient on KDDCup99 data set.