跳到主要导航 跳到搜索 跳到主要内容

Privacy-preserving energy trading using consortium blockchain in smart grid

  • Beijing Institute of Technology
  • Columbia University

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

Implementing blockchain techniques has enabled secure smart trading in many realms, e.g. neighboring energy trading. However, trading information recorded on the blockchain also brings privacy concerns. Attackers can utilize data mining algorithms to obtain users' privacy, specially, when the user group is located in nearby geographic positions. In this paper, we present a consortium blockchain-oriented approach to solve the problem of privacy leakage without restricting trading functions. The proposed approach mainly addresses energy trading users' privacy in smart grid and screens the distribution of energy sale of sellers deriving from the fact that various energy trading volumes can be mined to detect its relationships with other information, such as physical location and energy usage. Experiment evaluations have demonstrated the effectiveness of the proposed approach.

源语言英语
期刊论文编号8613816
页(从-至)3548-3558
页数11
期刊IEEE Transactions on Industrial Informatics
卷15
期6
DOI
出版状态已出版 - 6月 2019

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

学术指纹

探究 'Privacy-preserving energy trading using consortium blockchain in smart grid' 的科研主题。它们共同构成独一无二的学术指纹。

引用此