Toward Privacy-Preserving Valet Parking in Autonomous Driving Era

被引:52
作者
Ni, Jianbing [1 ]
Lin, Xiaodong [2 ]
Shen, Xuemin [1 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Guelph, Sch Comp Sci, Guelph, ON N1G 2W1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Autonomous vehicles; automated valet parking; remote control; privacy preservation; SCHEME; SECURE; AUTHENTICATION;
D O I
10.1109/TVT.2019.2894720
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Automated valet parking, deemed as a key milestone on the way to autonomous driving, has great potential to improve the "last-mile" driving experience for users. On the other hand, it triggers serious risks on vehicle theft and location privacy leakage. To address these issues, we propose a secure and privacy-preserving automated valet parking protocol for self-driving vehicles. The proposed protocol is characterized by extending anonymous authentication to support two-factor authentication with mutual traceability for reducing the risks of vehicle theft and preventing the privacy leakage of users in automated valet parking. Specifically, based on one-time password and secure mobile devices, two-factor authentication is achieved between vehicles and smart-phones to ensure vehicle security in remote pickup. By exploiting the BBS+ signature and the Cuckoo filter, user location privacy is protected against the curious parking lots and service providers. In addition, the traceable tags are designed to enable a trusted authority to identify the vehicles and users for localizing a stolen or missing vehicle and preventing the slandering of greedy users. Finally, formal security analysis on the proposed protocol is given to show that the authentication, anonymity, and traceability can be reduced to standard hard assumptions, and performance evaluation demonstrates the proposed protocol is efficient and practical to be implemented in autonomous driving era.
引用
收藏
页码:2893 / 2905
页数:13
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