Secure V2X Communication Network based on Intelligent PKI and Edge Computing

doi:10.1109/MNET.001.1900243

	Secure V2X Communication Network based on Intelligent PKI and Edge Computing
	Qiu, Han 1; Qiu, Meikang 2; Lu, Ruqian 3,4
	2020-03-01
发表期刊	IEEE NETWORK
ISSN	0890-8044
卷号	34 期号:2 页码:172-178
摘要	The current remarkable development of communication technology is enabling the intelligent driving system by providing a V2X network to exchange and process transportation data. However, security, as a fundamental requirement, is still lacking in many aspects of current V2X networks. For V2X networks, low latency, as a critical requirement for V2X networks, restrains usage of traditional security functions as security related operations like Public Key Infrastructure (PKI) systems also introduce latency. In this article, we propose an efficient scheme by intelligently distributing keys for authentication in V2X networks. The general design is to distribute key pairs valid according to the location information for vehicles and RoadSide Units (RSUs). Thus, based on this authentication scheme relying on location information, keys can be pre-distributed according to the vehicles' future locations. Also, we propose to use the Recurrent Neural Network (RNN) to predict the future route and locations which can let the key requests started from the vehicles' ends. The key idea is to provide an intelligent and efficient key distribution protocol for V2X networks. Some experimental results prove the efficiency with evaluations on our proposal compared with the existing solution.
关键词	Vehicle-to-everything Servers Security Edge computing Prediction algorithms Autonomous vehicles
DOI	10.1109/MNET.001.1900243
收录类别	SCI
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB1000902] ; NSFC[61621003] ; NSFC[61232015] ; NSFC[61472412] ; NSFC[61872352] ; Tencent-AMSS joint project 2015-2017
WOS研究方向	Computer Science ; Engineering ; Telecommunications
WOS类目	Computer Science, Hardware & Architecture ; Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号	WOS:000555430800025
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：71[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/15877
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Qiu, Meikang
作者单位	1.Telecom ParisTech, LTCI, Paris, France 2.Columbia Univ, New York, NY 10027 USA 3.Chinese Acad Sci, Beijing, Peoples R China 4.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Qiu, Han,Qiu, Meikang,Lu, Ruqian. Secure V2X Communication Network based on Intelligent PKI and Edge Computing[J]. IEEE NETWORK,2020,34(2):172-178.
APA	Qiu, Han,Qiu, Meikang,&Lu, Ruqian.(2020).Secure V2X Communication Network based on Intelligent PKI and Edge Computing.IEEE NETWORK,34(2),172-178.
MLA	Qiu, Han,et al."Secure V2X Communication Network based on Intelligent PKI and Edge Computing".IEEE NETWORK 34.2(2020):172-178.