A Lightweight Privacy-Preserving Scheme for Metering Data Collection in Smart Grid

被引:0
作者
Zeng, Xiaoli [1 ]
Liu, Qin [2 ]
Huang, Hejiao [1 ]
Jia, Xiaohua [1 ,3 ]
机构
[1] Harbin Inst Technol, Shenzhen Grad Sch, Dept Comp Sci, Harbin, Heilongjiang, Peoples R China
[2] Wuhan Univ, Sch Comp, Wuhan, Hubei, Peoples R China
[3] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
来源
2017 IEEE 18TH INTERNATIONAL SYMPOSIUM ON A WORLD OF WIRELESS, MOBILE AND MULTIMEDIA NETWORKS (WOWMOM) | 2017年
基金
中国国家自然科学基金;
关键词
Smart grid; privacy-preserving; metering data collection;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In smart grids, smart meters are the metering devices that are responsible for collecting users' information about their electricity consumption. Smart meters provide an effective means for control center (CC) to monitor the power supply and consumption in a timely and accurate fashion. However, the collection of users' metering reports through an untrusted public network raises a serious privacy concern of users. Even though a lot of privacy-preserving approaches that have been proposed in the literature for secure data transmission, they are not directly applicable to the scenario of collecting metering reports in smart grids due to the limited computational resources of smart meters and the networking environment of smart grids. In this paper, we propose a lightweight privacy-preserving scheme for metering data collection in smart grids. There are three advantages of our proposed scheme: 1) Lightweight. There is no need for users' metering devices to carry out intensive encryption and decryption operations. 2) No need of a trusted third party for key generation and key management. 3) Scalability. Our scheme can cater for large scale of users connected via public networks. Experiment results show that the proposed scheme is efficiently and lightweight and is suitable for privacy-preserving data collection in smart grids.
引用
收藏
页数:6
相关论文
共 20 条
[1]  
[Anonymous], CAN IEEE EL POW C EP
[2]   Design and Performance Analysis of a Virtual Ring Architecture for Smart Grid Privacy [J].
Badra, Mohamad ;
Zeadally, Sherali .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2014, 9 (02) :321-329
[3]  
Bekara Chakib., 2012, ENERGY 2012 2 INT C, P60
[4]   A Lightweight Message Authentication Scheme for Smart Grid Communications [J].
Fouda, Mostafa M. ;
Fadlullah, Zubair Md ;
Kato, Nei ;
Lu, Rongxing ;
Shen, Xuemin .
IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (04) :675-685
[5]  
Khalifa T., 2010, 2010 Second International Conference on Ubiquitous and Future Networks (ICUFN), P320, DOI 10.1109/ICUFN.2010.5547188
[6]  
Lerner Jack I, 2008, SOCIAL SCI ELECT PUB
[7]  
Li FJ, 2010, INT CONF SMART GRID, P327, DOI 10.1109/SMARTGRID.2010.5622064
[8]   EPPDR: An Efficient Privacy-Preserving Demand Response Scheme with Adaptive Key Evolution in Smart Grid [J].
Li, Hongwei ;
Lin, Xiaodong ;
Yang, Haomiao ;
Liang, Xiaohui ;
Lu, Rongxing ;
Shen, Xuemin .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (08) :2053-2064
[9]   An Efficient Merkle-Tree-Based Authentication Scheme for Smart Grid [J].
Li, Hongwei ;
Lu, Rongxing ;
Zhou, Liang ;
Yang, Bo ;
Shen, Xuemin .
IEEE SYSTEMS JOURNAL, 2014, 8 (02) :655-663
[10]  
Li J., 2015, IJSSST, V16, P1