• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

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

收录:

SCIE

摘要:

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."

关键词:

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

作者机构:

  • [ 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

通讯作者信息:

  • 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

查看成果更多字段

相关关键词:

相关文章:

来源 :

IEEE INTERNET OF THINGS JOURNAL

ISSN: 2327-4662

年份: 2021

期: 15

卷: 8

页码: 12360-12374

1 0 . 6 0 0

JCR@2022

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 13

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

在线人数/总访问数:3296/2963347
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司