Secure Metering Data Aggregation With Batch Verification in Industrial Smart Grid

被引:45
|
作者
Ding, Yong [1 ,2 ]
Wang, Bingyao [3 ]
Wang, Yujue [1 ]
Zhang, Kun [4 ]
Wang, Huiyong [3 ]
机构
[1] Guilin Univ Elect Technol, Sch Comp Sci & Informat Secur, Guangxi Key Lab Cryptog & Informat Secur, Guilin 541004, Peoples R China
[2] Pengcheng Lab, Cyberspace Secur Res Ctr, Shenzhen 518055, Peoples R China
[3] Guilin Univ Elect Technol, Sch Math & Computat Sci, Guilin 541004, Peoples R China
[4] Natl Informat Ctr, Beijing 10045, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart grids; Smart meters; Security; Data privacy; Data models; Privacy; Data aggregation; data privacy; data integrity; smart grid; ENERGY MANAGEMENT-SYSTEM; EFFICIENT; SCHEME;
D O I
10.1109/TII.2020.2965578
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart grid can greatly improve the efficiency, reliability, and sustainability of the traditional grids. In industrial smart grid, real-time user-side metering data may be frequently collected for monitoring and controlling electricity consumption. However, the procedure of frequently metering data collection may lead to sensitive information leakage. To address the security issues in industrial smart grid, in this article, we construct an efficient identity-based metering data aggregation scheme supporting batch verification by collector and electricity service provider, respectively, which guarantees the privacy and integrity of metering data. In our scheme, collectors are allowed to collect and aggregate the metering data of users in their respective administrative domain without compromising the confidentiality of metering data. Security analysis demonstrates that our proposed scheme is provably secure in the random oracle and satisfies the above security requirements. Performance analysis indicates that our scheme outperforms existing solutions in terms of communication and computation costs.
引用
收藏
页码:6607 / 6616
页数:10
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