Secure V2X Communication Network based on Intelligent PKI and Edge Computing | |
Qiu, Han1; Qiu, Meikang2; Lu, Ruqian3,4 | |
刊名 | IEEE NETWORK |
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 |
DOI | 10.1109/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 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
WOS记录号 | WOS:000555430800025 |
内容类型 | 期刊论文 |
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. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论