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Secure V2X Communication Network based on Intelligent PKI and Edge Computing

文献类型：期刊论文

作者Qiu, Han1; Qiu, Meikang2; Lu, Ruqian3,4
刊名IEEE NETWORK
出版日期2020-03-01
卷号34期号:2页码:172-178
关键词Vehicle-to-everything Servers Security Edge computing Prediction algorithms Autonomous vehicles
ISSN号0890-8044
DOI10.1109/MNET.001.1900243
英文摘要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.
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
语种英语
WOS记录号WOS:000555430800025
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/15876]  
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.

入库方式： OAI收割

来源：计算技术研究所

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