Cybersecurity Decision Making Mechanism for Defense Strategies in Vehicle Networks

被引:1
|
作者
Pan, Wei [1 ]
Wang, Mengzi [1 ]
Fu, Yuanyuan [1 ]
Shi, Haobin [1 ]
机构
[1] Northwestern Polytech Univ, Sch Engn & Comp Sci, Xian 710072, Peoples R China
来源
INFORMATION TECHNOLOGY AND INTELLIGENT TRANSPORTATION SYSTEMS, VOL 1 | 2017年 / 454卷
关键词
Cybersecurity; Vehicle network; Decision making; Game theory; Petri net;
D O I
10.1007/978-3-319-38789-5_68
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the development of intelligent transportation system, vehicle networks (VNs) have brought new security challenges due to their mobile and infrastructure-less nature. The existing security solutions lack the comprehensive cybersecurity model for vehicle networks. This paper proposes a combined attack and defense petri net (ADPN) model to describe cybersecurity states and processes of vehicle network. To evaluate security assessment and optimize defense strategies, an attack and defense decision making method for vehicle network (VN-ADDM) is proposed. The method utilizes stochastic games net to analyze and quantify security assessment properties, calculate attack and defense cost, and implement mixed strategy Nash equilibrium. The rationality of the proposed cybersecurity decision making method is well demonstrated by extensive analysis in a detailed case study.
引用
收藏
页码:611 / 621
页数:11
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