Storage-Saving Bi-Dimensional Privacy-Preserving Data Aggregation in Smart Grids

被引：0

作者：

Fan, Chun-, I ^{[1
]}

Tseng, Yi-Fan ^{[2
]}

Lin, Yi-Hui ^{[1
]}

Zhang, Fangguo ^{[3
]}

机构：

[1] Natl Sun Yat Sen Univ, Dept Comp Sci & Engn, Kaohsiung, Taiwan

[2] Natl Sun Yat Sen Univ, Dept Comp Sci, Kaohsiung, Taiwan

[3] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou, Guangdong, Peoples R China

来源：

JOURNAL OF INTERNET TECHNOLOGY | 2019年 / 20卷 / 03期

关键词：

Smart grid; Privacy-Preserving; Data aggregation; SCHEME; SECURITY;

D O I：

10.3966/160792642019052003027

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Recently, lots of works on power consumption data aggregation have been proposed for the privacy-preservation of users against the operation center in smart grids. This is the user-based data aggregation, which accumulates the power consumption data of a group of users for every time unit. On the other hand, the accumulation of a user's data in a group of time units will facilitate the queries on the user's accumulated power usage in these specified time units, which is time-based data aggregation. It enables the operation center to perform individual energy consumption statistics and management and offer customized services. If a data aggregation scheme provides both user-based and time-based data aggregation, it is said to be it bi-dimensional. This manuscript presents the first privacy-preserving bi-dimensional data aggregation scheme, where the storage cost only linearly increases with the number of time units and is independent of the number of users.

引用

页码：955 / 962

页数：8

共 30 条

[21] EPPA: An Efficient and Privacy-Preserving Aggregation Scheme for Secure Smart Grid Communications [J].

Lu, Rongxing ;

Liang, Xiaohui ;

Li, Xu ;

Lin, Xiaodong ;

Shen, Xuemin .

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2012, 23 (09) :1621-1631

[22]

Mollin R.A., 2006, An introduction to cryptography

[23]

Paillier P, 1999, LECT NOTES COMPUT SC, V1592, P223

[24]

Petrlic R., 2010, SICHERHEIT VERNETZTE, pB1

[25]

Schneier B, 1996, APPL CRYPTOGRAPHY

[26]

Shengrong Bu, 2011, 2011 IEEE Online Conference on Green Communications, P47, DOI 10.1109/GreenCom.2011.6082506

[27] A Secure Framework for Protecting Customer Collaboration in Intelligent Power Grids [J].

Son, Hyejin ;

Kang, Tae Yoon ;

Kim, Hwangnam ;

Roh, Jae Hyung .

IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (04) :759-769

[28]

Vytelingum P., 2010, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1. Toronto, Canada, V1, P39

[29]

Yang L, 2014, INT CONF SMART GRID, P878, DOI 10.1109/SmartGridComm.2014.7007759

[30] P2 : Privacy-Preserving Communication and Precise Reward Architecture for V2G Networks in Smart Grid [J].

Yang, Zhenyu ;

Yu, Shucheng ;

Lou, Wenjing ;

Liu, Cong .

IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (04) :697-706

← 1 2 3 →