{"title":"A dynamic model of intrusion prevention based on vaccine","authors":"Yaping Jiang, Junwei Zhao","doi":"10.1109/BMEI.2013.6747006","DOIUrl":null,"url":null,"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.","PeriodicalId":163211,"journal":{"name":"2013 6th International Conference on Biomedical Engineering and Informatics","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 6th International Conference on Biomedical Engineering and Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BMEI.2013.6747006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
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.