应用疫苗接种策略的免疫入侵检测模型

 人工免疫算法已被证明是用于入侵检测的一种有效技术手段.通过引入疫苗接种算子和小生境技术,设计了一种基于免疫进化算法的动态入侵检测模型,提出了一个在免疫入侵检测中实现疫苗提取和接种的方案.在疫苗接种算子的作用下,算法可以在下一代个体中保留父代的优良基因;小生境技术的应用,保证了疫苗提取和接种操作的可行性,并使得算法能更好地保持抗体的多样性,同时具有较高的收敛速度.最后通过模拟实验,验证了模型的可行性和有效性.

An Artificial Immune-Based Intrusion Detection Model Using Vaccination Strategy

Artificial immune algorithm is proven to be efficient for intrusion detection.By using vaccination and niching strategy,a novel dynamic intrusion detection model based on immune evolution is designed.A scheme for vaccine obtainment and vaccination is also proposed in this paper.By using vaccination operator,the model can pass excellent gene to the offspring.By applying niching strategy,the proposed model guarantees the feasibility of the vaccine obtaining and vaccination,whilst obtaining faster convergence ...