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A User-Centric Data Protection Method for Cloud Storage Based on Invertible DWT
- Source :
- IEEE Transactions on Cloud Computing. 9:1293-1304
- Publication Year :
- 2021
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2021.
-
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.
- Subjects :
- Discrete wavelet transform
Security analysis
Computer Networks and Communications
Computer science
End user
business.industry
Distributed computing
Cloud computing
Encryption
Computer Science Applications
Hardware and Architecture
Data Protection Act 1998
General-purpose computing on graphics processing units
business
Cloud storage
Software
Information Systems
Subjects
Details
- ISSN :
- 23720018
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Cloud Computing
- Accession number :
- edsair.doi...........ef0b70681bd5b452169715baf78c01f0