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:
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可持续发展目标 7 经济适用的清洁能源
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