An Efficient Privacy-Friendly Hop-by-Hop Data Aggregation Scheme for Smart Grids

被引:10
|
作者
Gope, Prosanta [1 ]
Sikdar, Biplab [2 ]
机构
[1] Univ Hull, Dept Comp Sci, Kingston Upon Hull HU6 7RX, N Humberside, England
[2] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 119077, Singapore
来源
IEEE SYSTEMS JOURNAL | 2020年 / 14卷 / 01期
基金
新加坡国家研究基金会;
关键词
Computational efficiency; data aggregation; hop-by-hop; privacy; security; smart grids;
D O I
10.1109/JSYST.2019.2899986
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fine-grained and large number of measurements collected by smart meters can be used to reconstruct consumer behavior, and thus their widespread deployment for the modernization of electricity distribution networks has been associated with privacy concerns. This paper proposes an efficient and privacy-friendly hop-by-hop data aggregation scheme and a billing solution for smart grid systems. In our approach, hop-by-hop communication is utilized for transmitting usage reports of the smart meters. From the outcome of the security and performance analyses we can argue that our proposed scheme is secure and computationally more efficient, as compared to the other solutions.
引用
收藏
页码:343 / 352
页数:10
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