A Novel Privacy-Preserving Range Query Scheme With Permissioned Blockchain for Smart Grid

IF 5.4 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-04-15 DOI:10.1109/TETC.2024.3386803
Kun-Chang Li;Peng-Bo Wang;Run-Hua Shi
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Abstract

Blockchain-enhanced Smart Grid is being deeply studied by many scholars because of its unique advantages in system and security of distributed accounting and traceability. However, the problems of data privacy disclosure and low efficiency are still worthy of the attention of most researchers. In this paper, we design a general three-tier architecture of Smart Grid based on blockchain, including edge layer, permissioned blockchain layer, and application layer. Furthermore, for the three-tier architecture, a novel privacy-preserving range query scheme without a trusted authority is proposed by adopting fog computing, permissioned blockchain, Paillier homomorphic encryption system, and Goldwasser-Micali cryptosystems. This scheme can realize range query in batch, while it can also protect privacy and resist collusion attack. Performance evaluations and experiment comparisons show that our scheme has good advantages: higher efficiency and lower storage, and thus it can meet increasing data service requirements.
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针对智能电网的新型隐私保护范围查询方案与许可区块链
区块链增强型智能电网由于其在分布式记账、可追溯性、系统安全性等方面的独特优势,正受到众多学者的深入研究。然而,数据隐私泄露和效率低下的问题仍然值得大多数研究者的关注。本文设计了一种基于区块链的通用三层智能电网架构,包括边缘层、许可区块链层和应用层。此外,针对三层体系结构,采用雾计算、允许区块链、Paillier同态加密系统和Goldwasser-Micali密码系统,提出了一种新的无可信权限的隐私保护范围查询方案。该方案既能实现批量范围查询,又能保护隐私,抵御合谋攻击。性能评估和实验对比表明,该方案具有较高的效率和较低的存储空间,能够满足日益增长的数据业务需求。
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来源期刊
IEEE Transactions on Emerging Topics in Computing
IEEE Transactions on Emerging Topics in Computing Computer Science-Computer Science (miscellaneous)
CiteScore
12.10
自引率
5.10%
发文量
113
期刊介绍: IEEE Transactions on Emerging Topics in Computing publishes papers on emerging aspects of computer science, computing technology, and computing applications not currently covered by other IEEE Computer Society Transactions. Some examples of emerging topics in computing include: IT for Green, Synthetic and organic computing structures and systems, Advanced analytics, Social/occupational computing, Location-based/client computer systems, Morphic computer design, Electronic game systems, & Health-care IT.
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