Efficient Blockchain-Based Data Aggregation Scheme With Privacy-Preserving on the Smart Grid

被引:1
|
作者
Lei, Lijing [1 ]
Wang, Feng [2 ,3 ]
Zhao, Chenbin [4 ]
Xu, Li [5 ]
机构
[1] Fujian Univ Technol, Coll Comp Sci & Math, Fuzhou 350108, Peoples R China
[2] Fujian Univ Technol, Coll Comp Sci & Math, Fujian Prov Key Lab Big Data Min & Applicat, Fuzhou 350108, Peoples R China
[3] Fujian Normal Univ, Fujian Prov Key Lab Network Secur & Cryptol, Fuzhou 350108, Peoples R China
[4] Wuhan Univ, Sch Cyber Sci & Engn, Key Lab Aerosp Informat Secur & Trusted Comp, Minist Educ, Wuhan 430072, Peoples R China
[5] Fujian Normal Univ, Coll Comp & Cyber Secur, Fujian Prov Key Lab Network Secur & Cryptol, Fuzhou 350117, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart meters; Blockchains; Security; Data aggregation; Smart grids; Servers; Meters; Smart grid; blockchain; privacy preserving; data aggregation; SECURE DATA AGGREGATION; LIGHTWEIGHT;
D O I
10.1109/TSG.2024.3435054
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the development of smart grid, the introduction of blockchain technology provides a novel idea for secure power data sharing. The existing blockchain-based data aggregation schemes generally rely on a unique leader node to perform verification algorithms, but there may be a lazy leader node not performing aggregation data verification to save computation costs. In addition, in the existing verification mechanism, light nodes need to perform the same verification operations as the leader node, which results in resource-constrained light nodes being unable to bear. In this paper, we propose an efficient blockchain-based data aggregation scheme with privacy-preserving on the smart grid, called EC-ASPG, which implements a supervised mechanism for the lazy leader node, enhancing the security of the system. Furthermore, we propose a separable consensus verification mechanism, which can prevent other light nodes from performing duplicate verification operations like the leader node, effectively improving the efficiency of consensus verification. Finally, we present a formal security proof and comprehensive performance evaluations. The results show that our scheme is secure and outperforms the compared schemes in terms of performance analysis.
引用
收藏
页码:6112 / 6125
页数:14
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