A Path-Backtracking-based Trust Management Scheme for VANETs

被引:1
|
作者
Cheong, Chaklam [1 ]
Song, Yujie [1 ]
Zhang, Yu'ang [1 ]
Cao, Yue [1 ]
Leow, Chee Yen [2 ]
Wang, Xinyuan [3 ]
机构
[1] Wuhan Univ, Sch Cyber Sci & Engn, Wuhan, Peoples R China
[2] Univ Teknol Malaysia, Wireless Commun Ctr, Johor Baharu, Malaysia
[3] Zhejiang Sci Res Inst Transport, Hangzhou, Peoples R China
来源
2024 IEEE 99TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2024-SPRING | 2024年
关键词
Trust management; VANETs; Path-Backtracking;
D O I
10.1109/VTC2024-SPRING62846.2024.10683137
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Trust management is a representative research domain to ensure secure communication and cooperation among entities in Vehicular Ad-hoc Networks (VANETs). However, vehicles as entities are not always trustworthy because of the openness characteristics of VANETs, such as various malicious participators, and selfish behaviors. In this paper, we propose a Path-Backtracking-based Trust Management Scheme (PBTMS) for VANETs to evaluate the trustworthiness of entities based on the interaction histories (according to previous interaction counts), message path-backtracking (tracking the origin and route of messages), and multi-path analysis (analyzing the likelihood of malicious vehicle presence). Specifically, within the PBTMS framework, the trustworthiness of vehicles is meticulously evaluated. By incorporating both entity trust and path trust metrics, PBTMS computes an aggregate trust value for each vehicle. Extensive simulations demonstrate that PBTMS surpasses other baseline algorithms in accuracy, achieving higher precision in evaluating entity trustworthiness.
引用
收藏
页数:6
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