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Game-theoretic analysis of encrypted cloud data deduplication

  • Xueqin Liang
  • , Zheng Yan
  • , Robert H. Deng
  • , Raimo Kantola
  • , Wenxiu Ding
  • , Xixun Yu
  • , Qinghua Zheng
  • Xidian University
  • Aalto University
  • Singapore Management University

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

Deduplication has been extensively studied in terms of cloud data security and privacy. However, whether a deduplication scheme can be practically adopted is rarely investigated. Researchers have discussed the impact of economic facts and incentive mechanisms in motivating the acceptance of deduplication, but they either did not deeply explore this issue or failed to propose an effective solution. This chapter employs game theory to capture the interactions between stakeholders in two types of deduplication schemes: a server-controlled deduplication scheme (S-DEDU) and a client-controlled deduplication scheme. We propose a bounded discount-based incentive mechanism in S-DEDU, which attracts data users to participate. We also design an individualized discount-based incentive mechanism for motivating data holders to behave cooperatively and protecting data privacy at the same time. Furthermore, we conduct realistic dataset-based experiments to demonstrate the validity of our incentive mechanisms for motivating the adoption of deduplication. In the end, we summarize this chapter and propose prospective research outlooks.

Original languageEnglish
Title of host publicationData Deduplication Approaches
Subtitle of host publicationConcepts, Strategies, and Challenges
PublisherElsevier
Pages335-356
Number of pages22
ISBN (Electronic)9780128233955
DOIs
StatePublished - 1 Jan 2020

Keywords

  • Deduplication
  • Free-riding
  • Game theory
  • Incentive mechanism
  • Nash equilibrium
  • Utility

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