Status | 已发表Published |
Title | A Top-K query scheme with privacy preservation for intelligent vehicle network in mobile IoT |
Creator | |
Date Issued | 2020 |
Source Publication | IEEE Access
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ISSN | 2169-3536 |
Volume | 8Pages:81698-81710 |
Abstract | The emergence of mobile Internet of Things (IoT) has brought much more convenience to our daily life than ever before, modern intelligent vehicles are usually equipped with various mobile IoT components or devices. However, when we are enjoying the convenience from the rapid development of mobile IoT services, our privacy can be misused by attackers in an easier way. In this paper, we devise a query scheme with intelligent vehicle privacy guarantees, which enables a vehicle to acquire accurate query service from the service provider (SP) without providing its explicit private information, such as location or query interest privacy. And more than that, we introduce network coding for the first time to make our scheme applicable to a more sophisticated top- K query by multiple vehicles cooperation in mobile IoT. Furthermore, we also consider the unnecessary reveal issue of service data at SP side since the data is its asset. Performance analysis and experiments verify the validity of our scheme and demonstrate a better accuracy and efficiency compared with existing solutions in mobile IoT scenario. |
Keyword | intelligent vehicle network Mobile Internet of Things (IoT) network coding (NC) oblivious transfer (OT) privacy preservation private information retrieval (PIR) top-K query |
DOI | 10.1109/ACCESS.2020.2990932 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering ; Telecommunications |
WOS Subject | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS ID | WOS:000549502200003 |
Scopus ID | 2-s2.0-85084951994 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/7068 |
Collection | Research outside affiliated institution |
Corresponding Author | Zhou, Changli |
Affiliation | 1.College of Computer Science and Technology, Huaqiao University, Xiamen, 361021, China 2.Key Laboratory of Data Mining and Intelligent Recommendation, Fujian Province University, Xiamen, 361021, China 3.Information Science School, Guangdong University of Finance and Economics, Guangzhou, 510320, China |
Recommended Citation GB/T 7714 | Zhou, Changli,Wang, Tian,Tian, Huiet al. A Top-K query scheme with privacy preservation for intelligent vehicle network in mobile IoT[J]. IEEE Access, 2020, 8: 81698-81710. |
APA | Zhou, Changli, Wang, Tian, Tian, Hui, Jiang, Wenxian, & Wang, Zhijian. (2020). A Top-K query scheme with privacy preservation for intelligent vehicle network in mobile IoT. IEEE Access, 8, 81698-81710. |
MLA | Zhou, Changli,et al."A Top-K query scheme with privacy preservation for intelligent vehicle network in mobile IoT". IEEE Access 8(2020): 81698-81710. |
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