%0 Journal Article %A BAI Zhong-ying %A XIE Kang %A ZHANG Ling %T Dynamic Intrusion Detections with Vaccination %D 2014 %R 10.13190/j.jbupt.2014.s1.015 %J Journal of Beijing University of Posts and Telecommunications %P 77-82 %V 37 %N s1 %X

A method of dynamic intrusion detection using vaccination (DIDV) is designed. With rough set (RS), a scheme is given to generate antibodies, and a strategy based on the significance of the attributes is proposed to get vaccinations. The RS is used to promise excellent antibodies and to increase the detection rate. Vaccination strategy is applied to gain more compatible vaccinations and to get higher convergence rate. Experiments show that the proposed method is of feasibility and effectiveness.

%U https://journal.bupt.edu.cn/EN/10.13190/j.jbupt.2014.s1.015