TY - JOUR
T1 - Two Secure and Efficient Lightweight Data Aggregation Schemes for Smart Grid
AU - Qian, Jiawei
AU - Cao, Zhenfu
AU - Dong, Xiaolei
AU - Shen, Jiachen
AU - Liu, Zhusen
AU - Ye, Yunxiu
N1 - Publisher Copyright:
© 2010-2012 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - It is a challenging issue in smart grid to provide flexible and efficient data aggregation and at the same time maintain data integrity and data privacy. To address this issue, we firstly propose a lightweight t -times homomorphic encryption scheme, which can reduce the computational cost of smart devices further and resist quantum attacks. Based on it, we propose two efficient data aggregation schemes for two application scenarios. The first scheme is suitable for small network, such as home network and small-office network. The second scheme is appropriate for medium-size network, such as a part of smart city. More specifically, we explore how the number of smart devices and the number of home area networks affect the overhead of communication and computation. The experiment results show that the proposed schemes are efficient. Moreover, the proposed schemes not only meet security requirements of integrity, confidentiality, authenticity, resistance to intermediate attack, resistance to replay attack, forward and backward security and resistance to quantum attack, but also reduce the overhead of communication and computation.
AB - It is a challenging issue in smart grid to provide flexible and efficient data aggregation and at the same time maintain data integrity and data privacy. To address this issue, we firstly propose a lightweight t -times homomorphic encryption scheme, which can reduce the computational cost of smart devices further and resist quantum attacks. Based on it, we propose two efficient data aggregation schemes for two application scenarios. The first scheme is suitable for small network, such as home network and small-office network. The second scheme is appropriate for medium-size network, such as a part of smart city. More specifically, we explore how the number of smart devices and the number of home area networks affect the overhead of communication and computation. The experiment results show that the proposed schemes are efficient. Moreover, the proposed schemes not only meet security requirements of integrity, confidentiality, authenticity, resistance to intermediate attack, resistance to replay attack, forward and backward security and resistance to quantum attack, but also reduce the overhead of communication and computation.
KW - Data-aggregation
KW - lattice-based homomorphic encryption
KW - privacy preserve
KW - smart grid
UR - https://www.scopus.com/pages/publications/85098777774
U2 - 10.1109/TSG.2020.3044916
DO - 10.1109/TSG.2020.3044916
M3 - 文章
AN - SCOPUS:85098777774
SN - 1949-3053
VL - 12
SP - 2625
EP - 2637
JO - IEEE Transactions on Smart Grid
JF - IEEE Transactions on Smart Grid
IS - 3
M1 - 9295360
ER -