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Author:

Chen, Yuwen (Chen, Yuwen.) | Martinez-Ortega, Jose-Fernan (Martinez-Ortega, Jose-Fernan.) | Lopez, Lourdes (Lopez, Lourdes.) | Yu, Haiyang (Yu, Haiyang.) | Yang, Zhen (Yang, Zhen.) (Scholars:杨震)

Indexed by:

EI Scopus SCIE

Abstract:

In the smart grid, meters report their real-time electricity consumption data to a utility supplier, and the utility supplier can adjust its supply accordingly. However, adversaries can infer users' privacy behaviors based on publicly transferred real-time electricity consumption data. Data aggregation schemes protect users' privacy from being leaked. We find two major problems are unsolved: 1) meter failure problem and 2) dynamic membership problem. To solve these problems, we designed a dynamic membership group-based multiple-data aggregation scheme. First, a group-based key establishment scheme is proposed, meters are divided into groups, meters in a group build keys to encrypt their data, the meter failure problem is alleviated. If one group has broken meters, the other groups will not be affected. Second, the dynamic join, dynamic leave, and meter replacement techniques are proposed, and the dynamic membership is achieved by allowing meters to update their keys. The simulation results show a meter's computation cost and communication cost are the minima among the related works, which makes the proposed scheme more suitable for the IoT scenario. Besides, we designed a data encoding method and a data retrieve method, we designed two attacks: 1) "bilinear map pairing attack" and 2) "zero attack."

Keyword:

Cryptography scalability Encryption Data aggregation Real-time systems Encoding smart grids Data privacy data security Meters

Author Community:

  • [ 1 ] [Chen, Yuwen]Beijing Univ Technol, Data Min & Secur Lab, Coll Comp Sci, Beijing 10014, Peoples R China
  • [ 2 ] [Yu, Haiyang]Beijing Univ Technol, Data Min & Secur Lab, Coll Comp Sci, Beijing 10014, Peoples R China
  • [ 3 ] [Yang, Zhen]Beijing Univ Technol, Data Min & Secur Lab, Coll Comp Sci, Beijing 10014, Peoples R China
  • [ 4 ] [Chen, Yuwen]Beijing Univ Technol, Coll Comp Sci, Beijing Key Lab Trusted Comp, Beijing 10014, Peoples R China
  • [ 5 ] [Yu, Haiyang]Beijing Univ Technol, Coll Comp Sci, Beijing Key Lab Trusted Comp, Beijing 10014, Peoples R China
  • [ 6 ] [Yang, Zhen]Beijing Univ Technol, Coll Comp Sci, Beijing Key Lab Trusted Comp, Beijing 10014, Peoples R China
  • [ 7 ] [Martinez-Ortega, Jose-Fernan]Univ Politecn Madrid, Escuela Tecn Super Ingn Sistemas & Telecomun, Dept Ingn Telemat & Elect, Madrid 28031, Spain
  • [ 8 ] [Lopez, Lourdes]Univ Politecn Madrid, Escuela Tecn Super Ingn Sistemas & Telecomun, Dept Ingn Telemat & Elect, Madrid 28031, Spain

Reprint Author's Address:

  • 杨震

    [Yang, Zhen]Beijing Univ Technol, Data Min & Secur Lab, Coll Comp Sci, Beijing 10014, Peoples R China;;[Yang, Zhen]Beijing Univ Technol, Coll Comp Sci, Beijing Key Lab Trusted Comp, Beijing 10014, Peoples R China

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Source :

IEEE INTERNET OF THINGS JOURNAL

ISSN: 2327-4662

Year: 2021

Issue: 15

Volume: 8

Page: 12360-12374

1 0 . 6 0 0

JCR@2022

JCR Journal Grade:1

Cited Count:

WoS CC Cited Count: 13

SCOPUS Cited Count: 21

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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