A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT

  • Han Qiu
  • , Hassan Noura
  • , Meikang Qiu
  • , Zhong Ming
  • , Gerard Memmi

Research output: Contribution to journalArticlepeer-review

Abstract

Protection on end users' data stored in Cloud servers becomes an important issue in today's Cloud environments. In this paper, we present a novel data protection method combining Selective Encryption (SE) concept with fragmentation and dispersion on storage. Our method is based on the invertible Discrete Wavelet Transform (DWT) to divide agnostic data into three fragments with three different levels of protection. Then, these three fragments can be dispersed over different storage areas with different levels of trustworthiness to protect end users' data by resisting possible leaks in Clouds. Thus, our method optimizes the storage cost by saving expensive, private, and secure storage spaces and utilizing cheap but low trustworthy storage space. We have intensive security analysis performed to verify the high protection level of our method. Additionally, the efficiency is proved by implementation of deploying tasks between CPU and General Purpose Graphic Processing Unit (GPGPU) in an optimized manner.

Original languageEnglish
Pages (from-to)1293-1304
Number of pages12
JournalIEEE Transactions on Cloud Computing
Volume9
Issue number4
DOIs
Publication statusPublished - 1 Jan 2021

Keywords

  • DWT
  • GPGPU
  • Selective encryption
  • security analysis
  • security in cloud storage

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