An Elliptic Curve-Based Scalable Data Aggregation Scheme for Smart Grid

被引:18
作者
Chen, Yuwen [1 ]
Martinez-Ortega, Jose-Fernan [1 ]
Castillejo, Pedro [1 ]
Lopez, Lourdes [1 ]
机构
[1] Univ Politecn Madrid, Dept Ingn Telemat & Elect, Escuela Tecn Super Ingn & Sistemas Telecomunicac, Madrid 28031, Spain
来源
IEEE SYSTEMS JOURNAL | 2020年 / 14卷 / 02期
关键词
Meters; Public key; Smart meters; Data aggregation; Real-time systems; Smart grids; Data privacy; data security; elliptic curves; scalability; smart grids; PRESERVING DATA AGGREGATION; FAULT-TOLERANCE; PRIVACY; EFFICIENT;
D O I
10.1109/JSYST.2019.2954080
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In a smart grid, a smart meter reports its real-time electricity consumption data to utility supplier periodically, the utility supplier adjusts its supplement accordingly. However, real-time electricity consumption data may reveal the inhabitants' behaviors, thus smart grid data aggregation schemes are introduced to protect user's privacy, which enables the utility supplier to get the total consumption data rather than a single meter's electricity consumption data. However, existing solutions do not solve all the problems, some schemes are not scalable, once the system is deployed, it is unable to add new meters to the system, in some schemes, the electricity consumption data are encrypted using the utility supplier's public key, if the utility supplier accidentally obtains the encrypted data, it is able to decrypt the data. For these reasons, we designed a scalable elliptic-based multidimensional data aggregation scheme for the smart grid, an independent key is assigned to a meter, even if the utility supplier is unable to decrypt a single meter's encrypted electricity consumption data. Besides, the proposed scheme is scalable, it is easy to add or remove a meter from the system, and the proposed scheme enables a meter to report multiple types of data at a time.
引用
收藏
页码:2066 / 2077
页数:12
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