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面向多种攻击的无线传感器网络攻防博弈模型     被引量:6

Attack-defense game models for multi-attack oriented wireless sensor network

文献类型:期刊文献

中文题名:面向多种攻击的无线传感器网络攻防博弈模型

英文题名:Attack-defense game models for multi-attack oriented wireless sensor network

作者:刘妮[1];周海平[2];王波[1]

机构:[1]贵阳学院数学与信息科学学院,贵阳550005;[2]绍兴文理学院计算机科学与工程系,浙江绍兴312000

年份:2020

卷号:37

期号:8

起止页码:2491

中文期刊名:计算机应用研究

外文期刊名:Application Research of Computers

收录:CSTPCD、、北大核心2017、CSCD_E2019_2020、北大核心、CSCD

基金:贵阳市科技局贵阳学院科技专项资金资助项目(GYU-KYZ[2019~2020]PT 06-13)。

语种:中文

中文关键词:无线传感器网络;恶意攻击;入侵检测系统;博弈论

外文关键词:wireless sensor network;malicious attack;intrusion detection system;game theory

中文摘要:传统的无线传感器网络(wireless sensor network,WSN)攻防模型一般只考虑一种攻击行为,而在真实情况下,恶意节点为了提高攻击成功率,常常会同时采取多种攻击方式,并且能够根据对方的防御情况灵活调整攻击策略。针对这种情况,提出了一种面向多种攻击的无线传感器攻防博弈模型,分别对WSN在外部攻击、内部攻击和混合攻击下的攻防博弈过程进行研究。利用不完全信息博弈理论分别建立了三种攻击下的博弈模型,通过对博弈模型的分析与求解,得到了攻防双方的最优策略,并利用数值模拟方法对理论结果进行了验证。研究结果对WSN中入侵检测系统(intrusion detection system,IDS)的设计具有现实指导意义。

外文摘要:Traditional attack-defense models on WSN usually include only one kind of attack.However,in real cases,malicious nodes often take various attacks and adjust their strategies to improve the attacking success rate.In view of this situation,this paper proposed three attack-defense game models for WSN under different attacks,and studied the attack-defense game processes of WSN under external attacking,internal attacking and mixed attacking,respectively.By analyzing and solving game models,it got the optimal strategies of both players of the games,and verified the theoretical results by numerical simulation.This work is of practical guiding significance to design the intrusion detection system in WSN.

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