Attribute-Based Secure Data Aggregation for Isolated IoT-Enabled Maritime Transportation Systems

被引:27
|
作者
Wang, Chen [1 ,2 ]
Shen, Jian [3 ,4 ]
Vijayakumar, Pandi [5 ]
Gupta, Brij B. [6 ,7 ,8 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Peoples R China
[2] Univ Aizu, Div Comp Sci, Fukushima 9658580, Japan
[3] Nanjing Univ Informat Sci & Technol, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Peoples R China
[4] Guangdong Prov Key Lab Data Secur & Privacy Prote, Guangzhou 510632, Peoples R China
[5] Univ Coll Engn Tindivanam, Dept Comp Sci & Engn, Tindivanam 604001, India
[6] Natl Inst Technol Kurukshetra, Dept Comp Engn, Haryana 136119, India
[7] Asia Univ, Taichung 413, Taiwan
[8] Staffordshire Univ, Stoke On Trent ST4 2DE, Staffs, England
基金
中国国家自然科学基金;
关键词
Transportation; Data aggregation; Security; Satellites; Data centers; Monitoring; Base stations; IoT-enabled maritime transportation system; attribute-based data aggregation; zero-knowledge proof; on-board sensors; INTERNET;
D O I
10.1109/TITS.2021.3127436
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With global economic integration, transnational trade plays an important role, and maritime transportation is one of the important means of freight transportation. It is of great significance to build a secure and efficient maritime transportation system (MTS). The introduction of Internet of things technology makes MTS more perfect. The IoT-enabled MTS is composed of marine terminals and on-board sensors, land-based data centers and base stations, as well as satellite networks. Many researchers have carried out significant work to aggregate data in MTS. However, because the terrestrial base stations cannot cover most of the sea area, the isolated maritime terminals, those who drive to the area without base station coverage, need the assistance of satellite networks to complete the contact with the data center. In this paper, we propose an attribute based secure data aggregation scheme for isolated IoT-enabled MTS. In the novel scheme, the constant attributes of a maritime terminal are utilized to generate its certification. In addition, on-board sensors are introduced in the system to help aggregate the status and surrounding environment of the maritime terminal. These monitoring data are encrypted by the sensors and transmitted to the data center for the trustworthiness evaluation of the isolated maritime terminal. Besides, the zero-knowledge proof is utilized to confirm the legitimacy of participating users. What's more, the security analysis and the simulation results show that the novel scheme is secure and efficient for IoT-enabled MTS.
引用
收藏
页码:2608 / 2617
页数:10
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