An FAGamal-Based Fifficient and Privacy-Preserving Data Aggregation Scheme for Smart Grid

被引:0
|
作者
Dong, Xiaolei [1 ]
Zhou, Jun [1 ]
Alharbi, Khalid [2 ]
Lin, Xiaodong [2 ]
Cao, Zhenfu [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200240, Peoples R China
[2] Univ Ontario, Inst Technol, Fac Business & Informat Technol, Oshawa, ON, Canada
关键词
CHALLENGES;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Smart. Grid technologies are ever-increasingly being adopted by nations and governments, primarily for a huge technological advancement in the areas of power management and information and communications. The smart meters deployed in a household can monitor electricity usage in real-time, and aggregate the data for further analysis and control; however, the existing solutions mainly depend on Paillier's additive homomorphic encryptions, which are of high computational complexity. This inefficiency makes them impracticable in smart grid, which embraces thousands of users and requires frequent data aggregation. In this paper, we propose a privacy-preserving aggregation framework, followed by a concrete construction using Elgamal encryption, which is secure under chosen plaintext attack (CPA) but not chosen ciphertext attack (CCA). Then, we further extend the concrete construction into a CCA-secure counterpart. In addition to efficient data aggregation, the proposed scheme can protect the user's meter data from sophisticated attacks, which are sponsored by the community gateway and the users. The formal security proof and performance evaluations illustrate the efficiency and the practicability of our scheme as well as its strong security.
引用
收藏
页码:4720 / 4725
页数:6
相关论文
共 50 条
  • [21] EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid
    Zhitao GUAN
    Yue ZHANG
    Liehuang ZHU
    Longfei WU
    Shui YU
    [J]. Science China(Information Sciences), 2019, 62 (03) : 31 - 44
  • [22] Privacy-Preserving Multidimensional Data Aggregation Scheme Without Trusted Authority in Smart Grid
    Zuo, Xiangjian
    Li, Lixiang
    Peng, Haipeng
    Luo, Shoushan
    Yang, Yixian
    [J]. IEEE SYSTEMS JOURNAL, 2021, 15 (01): : 395 - 406
  • [23] EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid
    Zhitao Guan
    Yue Zhang
    Liehuang Zhu
    Longfei Wu
    Shui Yu
    [J]. Science China Information Sciences, 2019, 62
  • [24] An Efficient Privacy-Preserving Data Aggregation Scheme without Trusted Authority in Smart Grid
    Zhao, Xinyu
    Li, Jinguo
    Zhao, Na
    Meng, Ping
    [J]. International Journal of Network Security, 2022, 24 (05) : 896 - 903
  • [25] An Efficient Data Aggregation Scheme in Privacy-Preserving Smart Grid Communications with a High Practicability
    Pan, Bofeng
    Zeng, Peng
    Choo, Kim-Kwang Raymond
    [J]. COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2017, 2018, 611 : 677 - 688
  • [26] Efficient Privacy-Preserving Multi-Dimensional Data Aggregation Scheme in Smart Grid
    Ming, Yang
    Zhang, Xuanyi
    Shen, Xiaoqin
    [J]. IEEE ACCESS, 2019, 7 : 32907 - 32921
  • [27] PDAFT: A privacy-preserving data aggregation scheme with fault tolerance for smart grid communications
    Le Chen
    Rongxing Lu
    Zhenfu Cao
    [J]. Peer-to-Peer Networking and Applications, 2015, 8 : 1122 - 1132
  • [28] PPMA: Privacy-Preserving Multisubset Data Aggregation in Smart Grid
    Li, Shaohua
    Xue, Kaiping
    Yang, Qingyou
    Hong, Peilin
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (02) : 462 - 471
  • [29] A novel Approach for Privacy-Preserving Data Aggregation in Smart Grid
    Ben Romdhane, Rihem
    Hammami, Hamza
    Hamdi, Mohamed
    Kim, Tai-Hoon
    [J]. 2019 15TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE (IWCMC), 2019, : 1060 - 1066
  • [30] Blockchain-based data aggregation scheme for fault-tolerant privacy-preserving in smart grid
    Fan, Hongbin
    Huang, Changbing
    [J]. 2021 8TH INTERNATIONAL FORUM ON ELECTRICAL ENGINEERING AND AUTOMATION, IFEEA, 2021, : 376 - 380