A Privacy-Preserving Noise Addition Data Aggregation Scheme for Smart Grid

Chen, Yuwen and Fernán Martínez, José and Castillejo Parrilla, Pedro and López Santidrián, Lourdes (2018). A Privacy-Preserving Noise Addition Data Aggregation Scheme for Smart Grid. "Energies", v. 11 (n. 11); pp. 1-17. ISSN 1996-1073. https://doi.org/10.3390/en11112972.

Description

Title: A Privacy-Preserving Noise Addition Data Aggregation Scheme for Smart Grid
Author/s:
  • Chen, Yuwen
  • Fernán Martínez, José
  • Castillejo Parrilla, Pedro
  • López Santidrián, Lourdes
Item Type: Article
Título de Revista/Publicación: Energies
Date: November 2018
ISSN: 1996-1073
Volume: 11
Subjects:
Freetext Keywords: noise generation methods; bilinear map; smart grid; meter aggregation; homomorphic encryption
Faculty: E.T.S.I. y Sistemas de Telecomunicación (UPM)
Department: Ingeniería Telemática y Electrónica
Creative Commons Licenses: Recognition - No derivative works - Non commercial

Full text

[img]
Preview
PDF - Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (1MB) | Preview

Abstract

Smart meters are applied to the smart grid to report instant electricity consumption to servers periodically; these data enable a fine-grained energy supply. However, these regularly reported data may cause some privacy problems. For example, they can reveal whether the house owner is at home, if the television is working, etc. As privacy is becoming a big issue, people are reluctant to disclose this kind of personal information. In this study, we analyzed past studies and found that the traditional method suffers from a meter failure problem and a meter replacement problem, thus we propose a smart meter aggregation scheme based on a noise addition method and the homomorphic encryption algorithm, which can avoid the aforementioned problems. After simulation, the experimental results show that the computation cost on both the aggregator and smart meter side is reduced. A formal security analysis shows that the proposed scheme has semantic security.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainART-010000-2012-003ARTEMIS JUMinisterio de Industria, Energía y TurismoUnspecified
FP7295378e-GOTHAMINSTALACIONES INABENSA SASustainable-Smart Grid Open System for the Aggregated Control, Monitoring and Management of Energy

More information

Item ID: 55491
DC Identifier: http://oa.upm.es/55491/
OAI Identifier: oai:oa.upm.es:55491
DOI: 10.3390/en11112972
Official URL: https://www.mdpi.com/1996-1073/11/11/2972
Deposited by: Memoria Investigacion
Deposited on: 17 Jan 2020 12:35
Last Modified: 17 Jan 2020 12:35
  • Logo InvestigaM (UPM)
  • Logo GEOUP4
  • Logo Open Access
  • Open Access
  • Logo Sherpa/Romeo
    Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
  • Logo Dulcinea
    Check whether the spanish journal in which you have published an article allows you to also publish it under open access.
  • Logo de Recolecta
  • Logo del Observatorio I+D+i UPM
  • Logo de OpenCourseWare UPM