A survey of privacy preserving schemes in IoE enabled Smart Grid Advanced Metering Infrastructure

被引:45
|
作者
Desai, Sanket [1 ]
Alhadad, Rabei [1 ]
Chilamkurti, Naveen [1 ]
Mahmood, Abdun [1 ]
机构
[1] La Trobe Univ, Sch Engn & Math Sci, Dept Comp Sci & Informat Technol, Plenty Rd & Kingsbury Dr, Melbourne, Vic 3086, Australia
关键词
Internet of Everything (IoE); Smart grid; Advanced Metering Infrastructure (AMI); Security; Privacy preserving; Cryptography; DATA AGGREGATION SCHEME; INFORMATION-PRIVACY; DATA OBFUSCATION; CYBER SECURITY; EFFICIENT; REQUIREMENTS; COMMUNICATION; LIGHTWEIGHT; MODEL; ANONYMIZATION;
D O I
10.1007/s10586-018-2820-9
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Integration of renewable resources and increased growth in energy consumption has created new challenges for the traditional electrical network. To adhere to these challenges, Internet of Everything (IoE) has transformed the existing power grid into a modernized electrical network called Smart Grid. An integral part of this transformation is the Advanced Metering Infrastructure (AMI), which enables two-way communication for flow of information consisting of energy consumption, outages, and electricity rates between smart meters and the utilities. These enhanced AMI features and privileges have resulted in a larger surface for cyber-attack, enabling remote exploitation of these smart devices without any physical access. Therefore, consumer privacy and security has become a critical issue due to the interconnection of different smart devices in various communication networks and the information they carry. In this paper, we present a comprehensive survey of privacy related research in the IoE enabled smart grid environment. The survey presents a detailed analysis of privacy problems and their corresponding solutions in AMI. Our goal is to provide an in-depth understanding of the smart grid and shed light on future research directions.
引用
收藏
页码:43 / 69
页数:27
相关论文
共 50 条
  • [11] Encryption as a Service for Smart Grid Advanced Metering Infrastructure
    Hasan, Md. Mahmud
    Mouftah, Hussein T.
    2015 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2015, : 216 - 221
  • [12] A Security Protocol for Advanced Metering Infrastructure in Smart Grid
    Ye, Feng
    Qian, Yi
    Hu, Rose Qingyang
    2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), 2014, : 649 - 654
  • [13] Efficient and Privacy-Preserving Metering Protocols for Smart Grid Systems
    Jo, Hyo Jin
    Kim, In Seok
    Lee, Dong Hoon
    IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (03) : 1732 - 1742
  • [14] The influence of dataset characteristics on privacy preserving methods in the advanced metering infrastructure
    Tudor, Valentin
    Almgren, Magnus
    Papatriantafilou, Marina
    COMPUTERS & SECURITY, 2018, 76 : 178 - 196
  • [15] An Efficient Security Protocol for Advanced Metering Infrastructure in Smart Grid
    Yan, Ye
    Hu, Rose Qingyang
    Das, Sajal K.
    Sharif, Hamid
    Qian, Yi
    IEEE NETWORK, 2013, 27 (04): : 64 - 71
  • [16] A Noninvasive Threat Analyzer for Advanced Metering Infrastructure in Smart Grid
    Rahman, Mohammad Ashiqur
    Al-Shaer, Ehab
    Bera, Padmalochan
    IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (01) : 273 - 287
  • [17] Secure Communication Networks in the Advanced Metering Infrastructure of Smart Grid
    Feng Ye
    Yi Qian
    ZTECommunications, 2015, 13 (03) : 13 - 20
  • [18] An Adaptive Network Design for Advanced Metering Infrastructure in a Smart Grid
    Kim, Jin-Woo
    Kim, Jaehee
    Lee, Jaeho
    SENSORS, 2022, 22 (22)
  • [19] Reliable and Secure Advanced Metering Infrastructure for Smart Grid Network
    Irshad
    Aamir
    Ibrar
    Khan, N.
    Riaz, M.
    2018 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONIC AND ELECTRICAL ENGINEERING (ICE CUBE), 2018,
  • [20] An improved routing algorithm for advanced metering infrastructure in smart grid
    Jing Gao
    Jia-jia Zhang
    Xu-liang Guang
    Cluster Computing, 2019, 22 : 3453 - 3462