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EPPDR: An efficient privacy-preserving demand response scheme with adaptive key evolution in smart grid

  • Hongwei Li
  • , Xiaodong Lin
  • , Haomiao Yang
  • , Xiaohui Liang
  • , Rongxing Lu
  • , Xuemin Shen
  • University of Electronic Science and Technology of China
  • Ontario Tech University
  • Department of Computer Science
  • Nanyang Technological University
  • University of Waterloo

Research output: Contribution to journalArticlepeer-review

Abstract

Smart grid has recently emerged as the next generation of power grid due to its distinguished features, such as distributed energy control, robust to load fluctuations, and close user-grid interactions. As a vital component of smart grid, demand response can maintain supply-demand balance and reduce users' electricity bills. Furthermore, it is also critical to preserve user privacy and cyber security in smart grid. In this paper, we propose an efficient privacy-preserving demand response (EPPDR) scheme which employs a homomorphic encryption to achieve privacy-preserving demand aggregation and efficient response. In addition, an adaptive key evolution technique is further investigated to ensure the users' session keys to be forward secure. Security analysis indicates that EPPDR can achieve privacy-preservation of electricity demand, forward secrecy of users' session keys, and evolution of users' private keys. In comparison with an existing scheme which also achieves forward secrecy, EPPDR has better efficiency in terms of computation and communication overheads and can adaptively control the key evolution to balance the trade-off between the communication efficiency and security level.

Original languageEnglish
Article number6506075
Pages (from-to)2053-2064
Number of pages12
JournalIEEE Transactions on Parallel and Distributed Systems
Volume25
Issue number8
DOIs
StatePublished - Aug 2014

ASJC Scopus Subject Areas

  • Signal Processing
  • Hardware and Architecture
  • Computational Theory and Mathematics

Keywords

  • demand response
  • forward secrecy
  • key evolution
  • privacy-preserving
  • Smart grid

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