系统工程与电子技术

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保护策略下双层耦合网络风险传播模型研究

韩海艳, 杨任农, 王哲   

  1. 空军工程大学航空航天工程学院, 陕西 西安 710038
  • 出版日期:2017-05-25 发布日期:2010-01-03

Risk propagation model of two-layered coupled networks under protection strategy

HAN Haiyan, YANG Rennong, WANG Zhe   

  1. School of Aeronautics and Astronautics Engineering, Air Force Engineering University, Xi’an 710038, China
  • Online:2017-05-25 Published:2010-01-03

摘要:

为更好地提升功能,现实生活中的各类网络变得更加相互依赖,然而安全风险一旦爆发并在各子网之间不断地传播,将造成严重的损失。为降低风险在耦合网络中的传播,构建双层耦合的网络拓扑结构,对基于元胞自动机的风险传播模型进行改进,提出风险评估通用指标,以及两种保护策略降低风险传播,然后在3种演化网络模型和2种真实网络模型上进行仿真分析。仿真结果表明,耦合网络中的风险传播主要受子网拓扑结构的影响。WS-WS耦合网络具有最好的抗风险传播的能力,SF-SF耦合网络最差。在传播的初始阶段对部分节点进行保护可以提高网络抗风险能力。目标保护策略在作用速度上稍逊于随机保护策略,但在对感染规模的抑制方面优于随机保护策略。

Abstract:

To improve the function, various types of real-life networks become more interdependent, however, it will cause serious damage if the security risk once outbreaks and continues to spread between subnets. In order to reduce the risk propagation in the coupled networks, a modified risk propagation model based on cellular automata is proposed for two-layered coupled networks, and a generic indicator for risk assessment and two protection strategies are presented. Then simulations analysis on three kinds of evolving network models and two real network models are performed. The results show that the risk propagation on the coupled network is mainly affected by the topology of subnets. WS-WS coupled networks have the best ability to resist risk propagation, while the SF-SF coupled networks do the worst. It may improve the risk invulnerability ability when some of the nodes are protected in the initial stages of the spread. The target protection strategy is slower in action speed,but better in inhibition of infection scale than the random protection strategy.