Intrusion detection system based on genetic classifier
Jian Guan · Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University · 2003
For detection of intrusions in computer systems,a genetic classifierbased intrusion system was proposed with encoding scheme and rulematching algorithm given,thereby improving the rule updating algorithm.Simulation tests show that the systems established using these algorithms can be used to achieve satisfactory results,and the detection probability can go up to 96% for some intrusions.The genetic classifierbased intrusion detection system proposed features multilayer information acquisition and automatic updating of intrusion rule sets and is therfore applicable in the computer defense domain.