摘要
为抑制传感网恶意程序传播,在考虑传感网恶意程序传播参与者"有限理性"的基础上,提出一种基于最优反应均衡的方法。根据传感网恶意程序传播过程中的博弈分析,建立传感网恶意程序传播阶段博弈模型以反应传感网恶意程序和传感网入侵检测系统之间的博弈交互过程。由参与者之间博弈交互持续进行的事实,建立传感网恶意程序传播重复博弈模型。使用最优反应均衡预测传感网恶意程序的行为以解决重复博弈纳什均衡解求解困难的问题,给出抑制传感网恶意程序传播的算法。实验分析了参与者基于最优反应均衡的策略,对所提出方法的有效性进行了验证。
We consider bounded rationality of players during the process of WSNs( Wireless Sensor Networks) malware infection,and propose a method based on QRE( Quantal Response Equilibrium) to prevent the infection behavior of malware. According to game analyses,we construct a stage game model to reflect interactions between two players-WSNs malware and WSNs IDS( Intrusion Detection System). Furthermore,we construct a repeated game model describing continual interactions between the two players. We then solve the problem of computing Nash Equilibrium in the repeated game by employing QRE to predict behaviors of WSNs malware,and attain an algorithm preventing WSNs malware infection. Experiments analyze QRE-based strategies for the two players,and confirm the efficiency of our method.
作者
沈士根
周海平
黄龙军
范恩
胡珂立
曹奇英
SHEN Shigen1 ,ZHOU Haiping1 ,HUANG Longjun1 ,FAN En1 ,HU Keli1, CAO Qiying2(1. Department of Computer Science and Engineering, Shaoxing University, Shaoxing Zhejiang 312000, China ; 2. College of Computer Science and Technology, Donghua University, Shanghai 201620, Chin)
出处
《传感技术学报》
CAS
CSCD
北大核心
2017年第10期1589-1595,共7页
Chinese Journal of Sensors and Actuators
基金
国家自然科学基金项目(61772018
61603258
61272034)
关键词
传感网
恶意程序
有限理性
最优反应均衡
wireless sensor networks
malware
bounded rationality
quantal response equilibrium