An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability

Bofeng Pan; Peng Zeng; Kim Kwang Raymond Choo

doi:10.1007/978-3-319-61566-0_63

An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability

Bofeng Pan
, Peng Zeng^*
, Kim Kwang Raymond Choo

^*此作品的通讯作者

软件工程学院

East China Normal University
University of Texas at San Antonio

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

11 引用（Scopus）

摘要

Smart grids allow real-time monitoring and management of electricity usage, etc. to meet the varying demands of end users. In this paper, we propose an efficient data aggregation scheme in privacy-preserving smart grid communications. Specifically, users in our scheme can be divided into several groups of any size according to different criteria (e.g. geographic regions and desired features), and the control center (e.g. government, utility provider) can obtain real-time electricity usage information of each group in a privacy-preserving manner. This allows control center to conduct fine-grained analysis and make informed decisions.

源语言	英语
主期刊名	Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017
编辑	Leonard Barolli, Olivier Terzo
出版商	Springer Verlag
页	677-688
页数	12
ISBN（印刷版）	9783319615653
DOI	https://doi.org/10.1007/978-3-319-61566-0_63
出版状态	已出版 - 2018
活动	11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017 - Torino, 意大利期限: 10 7月 2017 → 12 7月 2017

出版系列

姓名	Advances in Intelligent Systems and Computing
卷	611
ISSN（印刷版）	2194-5357

会议

会议	11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017
国家/地区	意大利
市	Torino
时期	10/07/17 → 12/07/17

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：

可持续发展目标 7 经济适用的清洁能源

访问文件

10.1007/978-3-319-61566-0_63

其它文件与链接

链接到 Scopus 的出版物

引用此

Pan, B., Zeng, P., & Choo, K. K. R. (2018). An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability. 在 L. Barolli, & O. Terzo (编辑), Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017 (页码 677-688). (Advances in Intelligent Systems and Computing; 卷 611). Springer Verlag. https://doi.org/10.1007/978-3-319-61566-0_63

Pan, Bofeng ; Zeng, Peng ; Choo, Kim Kwang Raymond. / An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability. Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. 编辑 / Leonard Barolli ; Olivier Terzo. Springer Verlag, 2018. 页码 677-688 (Advances in Intelligent Systems and Computing).

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title = "An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability",

abstract = "Smart grids allow real-time monitoring and management of electricity usage, etc. to meet the varying demands of end users. In this paper, we propose an efficient data aggregation scheme in privacy-preserving smart grid communications. Specifically, users in our scheme can be divided into several groups of any size according to different criteria (e.g. geographic regions and desired features), and the control center (e.g. government, utility provider) can obtain real-time electricity usage information of each group in a privacy-preserving manner. This allows control center to conduct fine-grained analysis and make informed decisions.",

keywords = "Data aggregation, Data analysis, Privacy-preserving, Smart grid",

author = "Bofeng Pan and Peng Zeng and Choo, \{Kim Kwang Raymond\}",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2018.; 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017 ; Conference date: 10-07-2017 Through 12-07-2017",

year = "2018",

doi = "10.1007/978-3-319-61566-0\_63",

language = "英语",

isbn = "9783319615653",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

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editor = "Leonard Barolli and Olivier Terzo",

booktitle = "Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017",

address = "德国",

}

Pan, B, Zeng, P & Choo, KKR 2018, An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability. 在 L Barolli & O Terzo (编辑), Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. Advances in Intelligent Systems and Computing, 卷 611, Springer Verlag, 页码 677-688, 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017, Torino, 意大利, 10/07/17. https://doi.org/10.1007/978-3-319-61566-0_63

An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability. / Pan, Bofeng; Zeng, Peng; Choo, Kim Kwang Raymond.
Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. 编辑 / Leonard Barolli; Olivier Terzo. Springer Verlag, 2018. 页码 677-688 (Advances in Intelligent Systems and Computing; 卷 611).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

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AU - Pan, Bofeng

AU - Zeng, Peng

AU - Choo, Kim Kwang Raymond

N1 - Publisher Copyright: © Springer International Publishing AG 2018.

PY - 2018

Y1 - 2018

N2 - Smart grids allow real-time monitoring and management of electricity usage, etc. to meet the varying demands of end users. In this paper, we propose an efficient data aggregation scheme in privacy-preserving smart grid communications. Specifically, users in our scheme can be divided into several groups of any size according to different criteria (e.g. geographic regions and desired features), and the control center (e.g. government, utility provider) can obtain real-time electricity usage information of each group in a privacy-preserving manner. This allows control center to conduct fine-grained analysis and make informed decisions.

AB - Smart grids allow real-time monitoring and management of electricity usage, etc. to meet the varying demands of end users. In this paper, we propose an efficient data aggregation scheme in privacy-preserving smart grid communications. Specifically, users in our scheme can be divided into several groups of any size according to different criteria (e.g. geographic regions and desired features), and the control center (e.g. government, utility provider) can obtain real-time electricity usage information of each group in a privacy-preserving manner. This allows control center to conduct fine-grained analysis and make informed decisions.

KW - Data aggregation

KW - Data analysis

KW - Privacy-preserving

KW - Smart grid

UR - https://www.scopus.com/pages/publications/85026329773

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AN - SCOPUS:85026329773

SN - 9783319615653

T3 - Advances in Intelligent Systems and Computing

SP - 677

EP - 688

BT - Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017

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A2 - Terzo, Olivier

PB - Springer Verlag

T2 - 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017

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Pan B, Zeng P, Choo KKR. An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability. 在 Barolli L, Terzo O, 编辑, Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017. Springer Verlag. 2018. 页码 677-688. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-61566-0_63

An efficient data aggregation scheme in privacy-preserving smart grid communications with a high practicability

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此