A dynamic model of intrusion prevention based on vaccine

Author

Yaping Jiang ; Junwei Zhao

Author_Institution

Sch. of Comput. & Commun. Eng., Zhengzhou Univ. of Light Ind., Zhengzhou, China

fYear

2013

fDate

16-18 Dec. 2013

Firstpage

575

Lastpage

579

Abstract

The theory of modern immunology provides a new idea to study network intrusion detection and defense system. In view of the problem in the existing intrusion detection system such as poor collaboration, the low detection efficiency and so on, a dynamic model of intrusion prevention based on vaccine is proposed in this paper, in which the evolution process of self, antigen, antibody and vaccine is time-varying. The fitness of antibodies in the model is improved by vaccines with the result that the detection performance of the model is improved significantly. The experimental results show that the new model actualizes an active and dynamic prevention policy than that of the traditional passive intrusion prevention systems.

Keywords

drug delivery systems; drugs; molecular biophysics; proteins; active prevention policy; antibodies; antigen; defense system; detection efficiency; dynamic model; dynamic prevention policy; evolution process; intrusion detection system; intrusion prevention; modern immunology theory; network intrusion detection; vaccine; Adaptation models; Computational modeling; Computers; Heuristic algorithms; Immune system; Intrusion detection; Vaccines; IDS; artificial immune system; network defense; vaccine;

fLanguage

English

Publisher

ieee

Conference_Titel

Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on

Conference_Location

Hangzhou

Print_ISBN

978-1-4799-2760-9

Type

conf

DOI

10.1109/BMEI.2013.6747006

Filename

6747006