Telecommunications Science ›› 2018, Vol. 34 ›› Issue (11): 67-76.doi: 10.11959/j.issn.1000-0801.2018252

• research and development • Previous Articles     Next Articles

Game theory-based malware propagation model for wireless sensor network

Haiping ZHOU,Shigen SHEN,Longjun HUANG,Sheng FENG   

  1. Department of Computer Science and Engineering,Shaoxing University,Shaoxing 312000,China
  • Revised:2018-09-09 Online:2018-11-01 Published:2018-12-06
  • Supported by:
    The National Natural Science Foundation of China(61772018)

Abstract:

Malware propagation is an important security problem faced by wireless sensor network (WSN).From the perspective of game theory,the microscopic mechanism of malware propagationin WSN was analyzed.The attack-defense game model of WSN was built,and the mixed Nash equilibrium solution of the model was obtained.With the solution,the infection probability of malware was determined and the theoretical model for the malware propagation in WSN was established.Meanwhile,a cellular automata model was proposed to simulate malware propagation process in WSN.Simulation experiments reveal the relationship between the propagation speed and the game parameters.The results of this study are of significance for people to formulate measures to reduce the propagation speed of malware.

Key words: wireless sensor network, malware propagation, attack-defense game, cellular automation

CLC Number: 

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