Privacy preserving metering protocol in smart grids

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Due to dramatically increasing energy need traditional grid becomes inadequate to manage the energy generation and distribution system. Smart Grid is an efficient, user-friendly solution to today’s energy management and generation problem. However, Smart Grid introduces many privacy issues that do not exist in traditional grids. For example, with Smart Grid it is possible to obtain consumers’ daily life patterns from their energy usage data. In this paper, we tackle with this problem and propose a novel privacy-preserving communication protocol. The proposed protocol is based on time perturbation and Shamir’s Secret Sharing (SSS) scheme. In the proposed protocol, consumption reports are generated by smart meters and sent to a data collection center using Laplace Distribution based time perturbation. In addition, SSS is employed to prevent attacks during multi-hop data transmission. The time perturbation prevents malicious users to see the actual data while it is stored in the data center. Security analysis shows that the proposed protocol preserves privacy of consumer data during both data transmission and data storage.

Original languageEnglish
Title of host publicationArtificial Intelligence Applications and Innovations - 11th IFIPWG 12.5 International Conference, AIAI 2015, Proceedings
EditorsReda Alhajj, Richard Chbeir, Ilias Maglogiannis, Yannis Manolopoulos
PublisherSpringer New York LLC
Pages467-477
Number of pages11
ISBN (Print)9783319238678
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event11th IFIPWG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015 - Bayonne, France
Duration: 14 Sept 201517 Sept 2015

Publication series

NameIFIP Advances in Information and Communication Technology
Volume458
ISSN (Print)1868-4238

Conference

Conference11th IFIPWG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015
Country/TerritoryFrance
CityBayonne
Period14/09/1517/09/15

UN SDGs

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

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Privacy Preserving
  • Secret Sharing Scheme
  • Smart Grid
  • Time Perturbation

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