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无线传感器网络中恶意软件传播研究
引用本文:宋玉蓉,;蒋国平.无线传感器网络中恶意软件传播研究[J].南京邮电学院学报(自然科学版),2009(4):1-7.
作者姓名:宋玉蓉  ;蒋国平
作者单位:[1]南京邮电大学控制与智能技术研究中心,江苏南京210003; [2]南京邮电大学研究生部,江苏南京210003
基金项目:国家教育部新世纪优秀人才支持计划(NCET-06-0510)、国家自然科学基金(60874091)、江苏省‘六大人才高峰’高层次人才项目(SJ209006)和江苏省普通高校研究生科研创新计划(CX08B_081Z)资助项目
摘    要:从平面无线传感器网络的拓扑结构、无线共享通信及安全机制等固有特征出发,对无线传感器网络上的恶意软件传播动力学进行研究。首先,使用随机几何图建立平面无线传感器网络模型;然后,基于元胞自动机理论建立恶意软件SI(Susceptible—Infected)传播模型,该模型充分考虑无线传感器网络固有特征和传播特征,模型建立引入MAC机制和随机密钥预分布方案。分析和仿真表明,无线传感器网络的空间局域化结构特征、无线信道共享机制和安全管理应用主导了传播增长效果,限制了恶意软件传播速度,降低了在无线传感器网络中大规模流行恶意软件的风险。文中提出的模型能够描述无线传感器网络中恶意软件传播行为,为建立无线传感器网络安全防御机制提供了基础。

关 键 词:无线传感器网络  恶意软件传播  元胞自动机  随机几何图

Investigating Malware Propagation over Wireless Sensor Networks
Affiliation:SONG Yu-rong,JIANG Guo-ping(1. Center for Control & Intelligence Technology, Nanjing University of Posts and Telecommunications, Nanjing 210003, China; 2. School of Graduate, Nanjing University of Posts and Telecommunications, Nanjing 210003, China)
Abstract:Considering the characteristics of topology structure, wireless channel sharing and security management strategies in wireless sensor networks (WSN), the dynamic behavior of malware propagation in flat WSN is analyzed and investigated. First, a WSN model is established using random geometric graph (RGG). Then ,a malware SI spreading model for malware propagation is proposed based on 2-D cellular automata (CA) theory. Combining the inherent characteristics for WSN with spreading property of realware, the MAC mechanism and the random key pre-distribution scheme are introduced into the spreading model. The analysis and simulations show that these factors of the spatial topology of WSN,wireless channel sharing characteristic and the application in security management dominate the effects of increasing infectivity and limit the spread of the malware. The proposed model can describe accurately the dynamic behavior of malware propagation over WSN, which can help for developing robust and efficient defense system on WSN.
Keywords:wireless sensor networks  malware propagation  cellular automata  random geometric graph
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