A dynamic model of intrusion prevention based on vaccine

Yaping Jiang, Junwei Zhao
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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.
基于疫苗的入侵防御动态模型
现代免疫学理论为研究网络入侵检测与防御系统提供了新的思路。针对现有入侵检测系统存在的协同性差、检测效率低等问题,提出了一种基于疫苗的入侵防御动态模型,该模型中自身、抗原、抗体和疫苗的演化过程是时变的。疫苗提高了模型中抗体的适应度,显著提高了模型的检测性能。实验结果表明,与传统的被动入侵防御系统相比,该模型实现了主动、动态的防御策略。
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