A Secure Trust Model Based on Fuzzy Logic in Vehicular Ad Hoc Networks With Fog Computing

被引:179
作者
Soleymani, Seyed Ahmad [1 ]
Abdullah, Abdul Hanan [1 ]
Zareei, Mahdi [2 ]
Anisi, Mohammad Hossein [3 ]
Vargas-Rosales, Cesar [2 ]
Khan, Muhammad Khurram [4 ]
Goudarzi, Shidrokh [1 ]
机构
[1] Univ Teknol Malaysia, Johor Baharu 81310, Malaysia
[2] Inst Tecnol & Estudios Super Monterrey, Monterrey 64849, NL, Mexico
[3] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
[4] King Saud Univ, Riyadh 11653, Saudi Arabia
关键词
Trust; plausibility; experience; fog node; fuzzy logic; VANET;
D O I
10.1109/ACCESS.2017.2733225
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In vehicular ad hoc networks (VANETs), trust establishment among vehicles is important to secure integrity and reliability of applications. In general, trust and reliability help vehicles to collect correct and credible information from surrounding vehicles. On top of that, a secure trust model can deal with uncertainties and risk taking from unreliable information in vehicular environments. However, inaccurate, incomplete, and imprecise information collected by vehicles as well as movable/immovable obstacles have interrupting effects on VANET. In this paper, a fuzzy trust model based on experience and plausibility is proposed to secure the vehicular network. The proposed trust model executes a series of security checks to ensure the correctness of the information received from authorized vehicles. Moreover, fog nodes are adopted as a facility to evaluate the level of accuracy of event's location. The analyses show that the proposed solution not only detects malicious attackers and faulty nodes, but also overcomes the uncertainty and imprecision of data in vehicular networks in both line of sight and non-line of sight environments
引用
收藏
页码:15619 / 15629
页数:11
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