IP2DM: integrated privacy-preserving data management architecture for smart grid V2G networks

被引:7
|
作者
Han, Wenlin [1 ]
Xiao, Yang [1 ,2 ]
机构
[1] Univ Alabama, Dept Comp Sci, Tuscaloosa, AL 35487 USA
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
privacy preservation; smart grid security; V2G networks; homomorphic encryption; data management; search on encrypted data; mobile computing; security on mobile systems; KEYWORD RANKED SEARCH; SECURITY; AUTHENTICATION; ACCOUNTABILITY; MOBILITY;
D O I
10.1002/wcm.2740
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of battery vehicles, vehicle-to-grid (V2G) networks are becoming more and more important in smart grid. Although battery vehicles are environmentally friendly and flexible to use two-way communication and two-way electricity flow, they also raise privacy-preservation challenges, such as location and movement privacy. On the one hand, utility companies have to monitor the grid and analyze user data to control the power production, distribution, scheduling, and billing process, while typical users need to access their data later online. On the other hand, users are not willing to provide their personal data because they do not trust the system security of the utility companies where their data stored, and it may potentially expose their privacy. Therefore, in this paper, we study data management of V2G networks in smart grid with privacy-preservation to benefit both the customers and the utility companies. Both data aggregation and data publication of V2G networks are protected in the proposed architecture. To check its security, we analyze this architecture in several typical V2G networks attacks. We conduct several experiments to show that the proposed architecture is effective and efficient, and it can enhance user privacy protection while providing enough information for utility companies to analyze and monitor the grid. Copyright (C) 2016 John Wiley & Sons, Ltd.
引用
收藏
页码:2956 / 2974
页数:19
相关论文
共 36 条
  • [31] A privacy-preserving Self-Supervised Learning-based intrusion detection system for 5G-V2X networks
    Hossain, Shajjad
    Senouci, Sidi-Mohammed
    Brik, Bouziane
    Boualouache, Abdelwahab
    AD HOC NETWORKS, 2025, 166
  • [32] Mobility-Aware Vehicle-to-Grid (V2G) Optimization for Uniform Utilization in Smart Grid Based Power Distribution Network
    Hussain, Muhammad A.
    Brandauer, Werner
    Lee, Myung J.
    MOBILE NETWORKS & APPLICATIONS, 2019, 24 (05) : 1701 - 1712
  • [33] Mobility-Aware Vehicle-to-Grid (V2G) Optimization for Uniform Utilization in Smart Grid Based Power Distribution Network
    Muhammad A. Hussain
    Werner Brandauer
    Myung J. Lee
    Mobile Networks and Applications, 2019, 24 : 1701 - 1712
  • [34] IOTA-Based Game-Theoretic Energy Trading With Privacy-Preservation for V2G Networks
    Rizwan, Muhammad
    Ali, Mudassir
    Hawbani, Ammar
    Wang, Xingfu
    Anjum, Adeel
    Angin, Pelin
    Popoola, Olaoluwa
    Imran, Muhammad Ali
    IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2025, 10 (02): : 217 - 231
  • [35] EP2DF: An Efficient Privacy-Preserving Data-Forwarding Scheme for Service-Oriented Vehicular Ad Hoc Networks
    Dong, Xiaolei
    Wei, Lifei
    Zhu, Haojin
    Cao, Zhenfu
    Wang, Licheng
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2011, 60 (02) : 580 - 591
  • [36] F2c2C-DM: A Fog-to-cloudlet-to-Cloud Data Management Architecture in Smart City
    Sinaeepourfard, Amir
    Krogstie, John
    Petersen, Sobah Abbas
    Ahlers, Dirk
    2019 IEEE 5TH WORLD FORUM ON INTERNET OF THINGS (WF-IOT), 2019, : 590 - 595