Low Complexity Secure Code (LCSC) Design for Big Data in Cloud Storage Systems

被引：0
作者：
Kiskani, Mohsen Karimzadeh [1 ]
Sadjadpour, Hamid R. [1 ]
Rahimi, Mohammad Reza [2 ]
Etemadieh, Fred [2 ]
机构：
[1] Univ Calif Santa Cruz, Dept Elect Engn, Santa Cruz, CA 95064 USA
[2] Futurewei Technol, Santa Clara, CA USA
来源：
2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC) | 2018年
关键词：
Distributed Cloud Storage Systems; Information Theoretic Security; Big Data; COMMUNICATION;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In the era of big data, reducing the computational complexity of servers in data centers will be an important goal. We propose Low Complexity Secure Codes (LCSCs) that are specifically designed to provide information theoretic security in cloud distributed storage systems. Unlike traditional coding schemes that are designed for error correction capabilities, these codes are only designed to provide security with low decoding complexity. These sparse codes are able to provide (asymptotic) perfect secrecy similar to Shannon cipher. The simultaneous promise of low decoding complexity and perfect secrecy make these codes very desirable for cloud storage systems with large amount of data. The design is particularly suitable for large size archival data such as movies and pictures. The complexity of these codes are compared with traditional encryption techniques.
引用
收藏
页数：7
相关论文
共 37 条
  • [1] [Anonymous], 2011, Physical-layer security:from information theory to security engineering, DOI DOI 10.1017/CBO9780511977985
  • [2] [Anonymous], 2011, P IEEE GLOB TEL C GL
  • [3] Bhattad Kapil, 2005, NETCOD, V104
  • [4] Secure network coding
    Cai, N
    Yeung, RW
    [J]. ISIT: 2002 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2002, : 323 - 323
  • [5] Security in Distributed Storage Systems by Communicating a Logarithmic Number of Bits
    Dikaliotis, Theodoros K.
    Dimakis, Alexandros G.
    Ho, Tracey
    [J]. 2010 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2010, : 1948 - 1952
  • [6] A Survey on Network Codes for Distributed Storage
    Dimakis, Alexandros G.
    Ramchandran, Kannan
    Wu, Yunnan
    Suh, Changho
    [J]. PROCEEDINGS OF THE IEEE, 2011, 99 (03) : 476 - 489
  • [7] Network Coding for Distributed Storage Systems
    Dimakis, Alexandros G.
    Godfrey, P. Brighten
    Wu, Yunnan
    Wainwright, Martin J.
    Ramchandran, Kannan
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (09) : 4539 - 4551
  • [8] Dimakis V., 2006, 2006 IEEE INT C AC S, pV, DOI [10.1109/ICASSP.2006.1661484, DOI 10.1109/ICASSP.2006.1661484]
  • [9] Harrison Willie K, 2012, COMM 2009 ICC 09 IEE, P1
  • [10] Hosseini Mohammad-Parsa, 2012, SIGN INF PROC GLOBAL, P1151
1234