A novel immune system model and its application to network intrusion detection
Ling Jun, Cao Yang, Yin Jian-hua, Huang Tian-xi · Wuhan University Journal of Natural Sciences · 2003
Based on analyzing the techniques and architecture of existing network Intrusion Detection System (IDS), and probing into the fundament of Immune System (IS), a novel immune model is presented and applied to network IDS, which is helpful to design an effective IDS. Besides, this paper suggests a scheme to represent the self profile of network. And an automated self profile extraction algorithm is provided to extract self profile from packets. The experimental results prove validity of the scheme and algorithm, which is the foundation of the immune model.