A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications

Bofeng Pan; Peng Zeng; Kim Kwang Raymond Choo

doi:10.1007/978-3-319-67071-3_28

A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications

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

^*Corresponding author for this work

Software Engineering Institute

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

8 Scopus citations

Abstract

Smart grids are considered as the next generation power grids instead of the traditional power grids. Smart grids provide more efficient power management, more accurate electricity distribution and more reasonable billing statistics. With the deployment of smart grids, security and privacy issues have aroused more and more concern. In this paper, we propose a new privacy-preserving data aggregation scheme in smart grids, which enables a gateway (acted as an aggregator) to aggregate the electricity usage data of users in two dimensions. The new scheme also supports the fault-tolerant property and only needs a little communication by the smart meters.

Original language	English
Title of host publication	International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence
Editors	Rafiqul Islam, Kim-Kwang Raymond Choo, Jemal Abawajy
Publisher	Springer Verlag
Pages	206-219
Number of pages	14
ISBN (Print)	9783319670706
DOIs	https://doi.org/10.1007/978-3-319-67071-3_28
State	Published - 2018
Event	International Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017 - Ningbo, China Duration: 16 Jun 2017 → 18 Jun 2017

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	580
ISSN (Print)	2194-5357

Conference

Conference	International Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017
Country/Territory	China
City	Ningbo
Period	16/06/17 → 18/06/17

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Data aggregation
Fault-tolerable
Multidimensional
Privacy-preserving
Smart grids

Access to Document

10.1007/978-3-319-67071-3_28

Cite this

Pan, B., Zeng, P., & Choo, K. K. R. (2018). A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications. In R. Islam, K.-K. R. Choo, & J. Abawajy (Eds.), International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence (pp. 206-219). (Advances in Intelligent Systems and Computing; Vol. 580). Springer Verlag. https://doi.org/10.1007/978-3-319-67071-3_28

Pan, Bofeng ; Zeng, Peng ; Choo, Kim Kwang Raymond. / A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications. International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence. editor / Rafiqul Islam ; Kim-Kwang Raymond Choo ; Jemal Abawajy. Springer Verlag, 2018. pp. 206-219 (Advances in Intelligent Systems and Computing).

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title = "A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications",

abstract = "Smart grids are considered as the next generation power grids instead of the traditional power grids. Smart grids provide more efficient power management, more accurate electricity distribution and more reasonable billing statistics. With the deployment of smart grids, security and privacy issues have aroused more and more concern. In this paper, we propose a new privacy-preserving data aggregation scheme in smart grids, which enables a gateway (acted as an aggregator) to aggregate the electricity usage data of users in two dimensions. The new scheme also supports the fault-tolerant property and only needs a little communication by the smart meters.",

keywords = "Data aggregation, Fault-tolerable, Multidimensional, Privacy-preserving, Smart grids",

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

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pages = "206--219",

editor = "Rafiqul Islam and Choo, \{Kim-Kwang Raymond\} and Jemal Abawajy",

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Pan, B, Zeng, P & Choo, KKR 2018, A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications. in R Islam, K-KR Choo & J Abawajy (eds), International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence. Advances in Intelligent Systems and Computing, vol. 580, Springer Verlag, pp. 206-219, International Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017, Ningbo, China, 16/06/17. https://doi.org/10.1007/978-3-319-67071-3_28

A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications. / Pan, Bofeng; Zeng, Peng; Choo, Kim Kwang Raymond.
International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence. ed. / Rafiqul Islam; Kim-Kwang Raymond Choo; Jemal Abawajy. Springer Verlag, 2018. p. 206-219 (Advances in Intelligent Systems and Computing; Vol. 580).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Choo, Kim Kwang Raymond

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N2 - Smart grids are considered as the next generation power grids instead of the traditional power grids. Smart grids provide more efficient power management, more accurate electricity distribution and more reasonable billing statistics. With the deployment of smart grids, security and privacy issues have aroused more and more concern. In this paper, we propose a new privacy-preserving data aggregation scheme in smart grids, which enables a gateway (acted as an aggregator) to aggregate the electricity usage data of users in two dimensions. The new scheme also supports the fault-tolerant property and only needs a little communication by the smart meters.

AB - Smart grids are considered as the next generation power grids instead of the traditional power grids. Smart grids provide more efficient power management, more accurate electricity distribution and more reasonable billing statistics. With the deployment of smart grids, security and privacy issues have aroused more and more concern. In this paper, we propose a new privacy-preserving data aggregation scheme in smart grids, which enables a gateway (acted as an aggregator) to aggregate the electricity usage data of users in two dimensions. The new scheme also supports the fault-tolerant property and only needs a little communication by the smart meters.

KW - Data aggregation

KW - Fault-tolerable

KW - Multidimensional

KW - Privacy-preserving

KW - Smart grids

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U2 - 10.1007/978-3-319-67071-3_28

DO - 10.1007/978-3-319-67071-3_28

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SN - 9783319670706

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A2 - Islam, Rafiqul

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PB - Springer Verlag

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Y2 - 16 June 2017 through 18 June 2017

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Pan B, Zeng P, Choo KKR. A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications. In Islam R, Choo KKR, Abawajy J, editors, International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence. Springer Verlag. 2018. p. 206-219. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-67071-3_28

A new multidimensional and fault-tolerable data aggregation scheme for privacy-preserving smart grid communications

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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Cite this