Secure Big Data Storage and Sharing Scheme for Cloud Tenants

被引:38
作者
Cheng Hongbing [1 ,2 ]
Rong Chunming [3 ]
Hwang Kai [4 ]
Wang Weihong [1 ]
Li Yanyan [1 ]
机构
[1] Zhejiang Univ Technol, Coll Comp Sci, Hangzhou 310023, Zhejiang, Peoples R China
[2] Nanjing Univ, State Key Lab Novel Software Technol, Nanjing 210093, Jiangsu, Peoples R China
[3] Univ Stavanger, Dept Elect Engn & Comp Sci, N-4036 Stavanger, Norway
[4] Univ So Calif, Elect Engn & Comp Sci, Los Angeles, CA 90089 USA
基金
中国博士后科学基金;
关键词
cloud computing; big data; storage and sharing; security; ISSUES;
D O I
10.1109/CC.2015.7122469
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The Cloud is increasingly being used to store and process big data for its tenants and classical security mechanisms using encryption are neither sufficiently efficient nor suited to the task of protecting big data in the Cloud. In this paper, we present an alternative approach which divides big data into sequenced parts and stores them among multiple Cloud storage service providers. Instead of protecting the big data itself, the proposed scheme protects the mapping of the various data elements to each provider using a trapdoor function. Analysis, comparison and simulation prove that the proposed scheme is efficient and secure for the big data of Cloud tenants.
引用
收藏
页码:106 / 115
页数:10
相关论文
共 22 条
  • [1] [Anonymous], 2010, ACM SIGMOD RECORD
  • [2] [Anonymous], WHAT IS BIG DATA
  • [3] Identity-based encryption from the Weil pairing
    Boneh, D
    Franklin, M
    [J]. SIAM JOURNAL ON COMPUTING, 2003, 32 (03) : 586 - 615
  • [4] Privacy-Preserving Multi-Keyword Ranked Search over Encrypted Cloud Data
    Cao, Ning
    Wang, Cong
    Li, Ming
    Ren, Kui
    Lou, Wenjing
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (01) : 222 - 233
  • [5] Cidon A, 2013, NETWORKED SYSTEMS DE
  • [6] Curran R J, 2010, U.S. Patent, Patent No. [7,840,995, 7840995]
  • [7] Inbarani W. S., 2013, INT J ADV RES COMPUT, V2, P174
  • [8] Jaatun MG, 2012, J CLOUD COMPUT-ADV S, V1, DOI 10.1186/2192-113X-1-13
  • [9] Data center evolution A tutorial on state of the art, issues, and challenges
    Kant, Krishna
    [J]. COMPUTER NETWORKS, 2009, 53 (17) : 2939 - 2965
  • [10] Secure and privacy preserving keyword searching for cloud storage services
    Liu, Qin
    Wang, Guojun
    Wu, Jie
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2012, 35 (03) : 927 - 933