A Common Acquaintance Immunization Strategy for Complex Network

被引:8
|
作者
Liu, Pan [1 ]
Miao, Huaikou [1 ]
Li, Qing [1 ]
机构
[1] Shanghai Univ, Sch Engn & Comp Sci, Shanghai 200072, Peoples R China
关键词
common acquaintance immunization; immune strategies; complex network; network detection;
D O I
10.1109/ICIS.2009.68
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper analyzes the successful and unsuccessful probability of the acquaintance immunization strategy by utilizing a simple example, and points out the possible reasons of invalidation of this method. To enhance the successful probability of the acquaintance immunization strategy for complex network, a common acquaintance immunization strategy which looks for the common neighbors of randomly chosen nodes in the complex network is presented, and then the related algorithm is also designed. To compare the performance of two methods, a program written in Java is developed. By a series of experiments, some important conclusions are obtained. Compared with the acquaintance immunization strategy, the common acquaintance immunization strategy not only gains higher stability and reliability for protecting the complex network, but also can be taken as a novel method to detect the structure of the unknown network.
引用
收藏
页码:713 / 717
页数:5
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