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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-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 languageEnglish
Title of host publicationInternational Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence
EditorsRafiqul Islam, Kim-Kwang Raymond Choo, Jemal Abawajy
PublisherSpringer Verlag
Pages206-219
Number of pages14
ISBN (Print)9783319670706
DOIs
StatePublished - 2018
EventInternational Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017 - Ningbo, China
Duration: 16 Jun 201718 Jun 2017

Publication series

NameAdvances in Intelligent Systems and Computing
Volume580
ISSN (Print)2194-5357

Conference

ConferenceInternational Conference on Applications and Techniques in Cyber Security and Intelligence, ATCSI 2017
Country/TerritoryChina
CityNingbo
Period16/06/1718/06/17

Keywords

  • Data aggregation
  • Fault-tolerable
  • Multidimensional
  • Privacy-preserving
  • Smart grids

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