Pseudonym-based privacy-preserving scheme for data collection in smart grid

被引:29
作者
Tan, Xiaobin [1 ]
Zheng, Jiangyu [1 ]
Zou, Cliff [2 ]
Niu, Yukun [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei 230026, Peoples R China
[2] Univ Cent Florida, Dept Elect Engn & Comp Sci, Orlando, FL 32816 USA
关键词
smart grid; smart meter; data collection; pseudonym; privacy preserving; message authentication; CHALLENGES;
D O I
10.1504/IJAHUC.2016.077203
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart grid provides significant enhancement to the reliability and efficiency of the electricity systems, but the real-time consumption information exposes user's privacy. To tackle this challenging issue, we present a novel privacy-preserving scheme. Before smart meter (SM) joins in a network, we require Diffie-Hellman key exchange and registration to authenticate SMs. A function of the group key, time and the number of SMs is introduced to generate pseudo IDs for SMs. Then each SM sends data with its pseudo ID rather than its original ID. A simple message authentication is designed to defend against false data attack. We evaluate the privacy-preserving level by introducing an information theoretic metric - degree of anonymity. Simulations are carried out and results show that our scheme is lightweight comparing to related works.
引用
收藏
页码:120 / 127
页数:8
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