Title

Deduplication on encrypted big data in cloud

Publication Type

Journal Article

Publication Date

6-2016

Abstract

Cloud computing offers a new way of service provision by re-arranging various resources over the Internet. The most important and popular cloud service is data storage. In order to preserve the privacy of data holders, data are often stored in cloud in an encrypted form. However, encrypted data introduce new challenges for cloud data deduplication, which becomes crucial for big data storage and processing in cloud. Traditional deduplication schemes cannot work on encrypted data. Existing solutions of encrypted data deduplication suffer from security weakness. They cannot flexibly support data access control and revocation. Therefore, few of them can be readily deployed in practice. In this paper, we propose a scheme to deduplicate encrypted data stored in cloud based on ownership challenge and proxy re-encryption. It integrates cloud data deduplication with access control. We evaluate its performance based on extensive analysis and computer simulations. The results show the superior efficiency and effectiveness of the scheme for potential practical deployment, especially for big data deduplication in cloud storage.

Keywords

proxy re-encryption, Access control, big data, cloud computing, data deduplication

Discipline

Information Security

Research Areas

Cybersecurity

Publication

IEEE Transactions on Big Data

Volume

2

Issue

2

First Page

138

Last Page

150

ISSN

2332-7790

Identifier

10.1109/TBDATA.2016.2587659

Additional URL

http://doi.org/10.1109/TBDATA.2016.2587659

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