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author:

Lu, Ning (Lu, Ning.) [1] | Liu, Mingxi (Liu, Mingxi.) [2] | Shi, Wenbo (Shi, Wenbo.) [3] | Liu, Ximeng (Liu, Ximeng.) [4] (Scholars:刘西蒙) | Choo, Kim-Kwang Raymond (Choo, Kim-Kwang Raymond.) [5]

Indexed by:

EI Scopus SCIE

Abstract:

Cloud auditing allows users to leverage digital signature evidences to undertake remote data verification and consequently determine the integrity of their data stored in the cloud. While there are many cloud auditing schemes proposed for cloud services, deployments on large scale smart grid (SG) are known to be challenging in practice, for example in terms of inefficiency and lack of robustness. In this article, we propose an efficient and robust cloud auditing scheme for SG (hereafter referred to as SG-Audit). Specifically, we utilize mobile edge computing (served as proxy signer) to offload the signature computation loads incurred by smart meters (SMs), as well as devising an efficient proxy signer recommendation strategy to ensure each SM obtains high quality service, a scalable index structure to reduce the signature evidence access time during data verification, and a deduplication and sampling based challenge data index generation strategy to narrow down the verification scope. Moreover, we also define three strategic threat scenarios supported by SG-Audit, and further devise a secure cloud auditing protocol to improve robustness. Through rigorous mathematical analysis and extensive experiments, we demonstrate that SG-Audit achieves increased auditing efficiency (by about 42% on average) in comparison to prior work.

Keyword:

Cloud auditing Cloud computing cloud storage Data privacy efficiency Indexes Protocols robustness Robustness smart grid Smart grids State estimation

Community:

  • [ 1 ] [Lu, Ning]Northeastern Univ, Coll Comp Sci & Engn, Shenyang 110819, Peoples R China
  • [ 2 ] [Liu, Mingxi]Northeastern Univ, Coll Comp Sci & Engn, Shenyang 110819, Peoples R China
  • [ 3 ] [Shi, Wenbo]Northeastern Univ, Coll Comp Sci & Engn, Shenyang 110819, Peoples R China
  • [ 4 ] [Lu, Ning]Northeast ern Univ Qinhuangdao, Hebei Key Lab Marine Percept Network & Data Proc, Qinhuangdao 066004, Peoples R China
  • [ 5 ] [Liu, Ximeng]Fuzhou Univ, Collenge Comp & Data Sci, Fuzhou 350108, Peoples R China
  • [ 6 ] [Choo, Kim-Kwang Raymond]Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA

Reprint 's Address:

  • [Shi, Wenbo]Northeastern Univ, Coll Comp Sci & Engn, Shenyang 110819, Peoples R China;;[Choo, Kim-Kwang Raymond]Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA;;

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Source :

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

ISSN: 1545-5971

Year: 2024

Issue: 4

Volume: 21

Page: 4162-4179

7 . 0 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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