Security Concerns in Minimum Storage Cooperative Regenerating Codes

被引:5
|
作者
Huang, Kun [1 ]
Parampalli, Udaya [2 ]
Xian, Ming [1 ]
机构
[1] Natl Univ Def Technol, State Key Lab Complex Electromagnet Environm Effe, Changsha 410073, Hunan, Peoples R China
[2] Univ Melbourne, Dept Comp & Informat Syst, Melbourne, Vic 3010, Australia
关键词
Stable MSCR codes; repair group; repair data; secrecy capacity; DISTRIBUTED STORAGE; REPAIR; CONSTRUCTION; POINTS; MBR; MSR;
D O I
10.1109/TIT.2016.2608949
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Here, we revisit the problem of exploring the secrecy capacity of minimum storage cooperative regenerating (MSCR) codes under the {l(1), l(2)}-eavesdropper model, where the eavesdropper can observe the data stored on l(1) nodes and the repair downloads of an additional l(2) nodes. Compared to minimum storage regenerating (MSR) codes which support only single node repairs, MSCR codes allow efficient simultaneous repairs of multiple failed nodes, referred to as a repair group. However, the repair data sent from a helper node to another failed node may vary with different repair groups or the sets of helper nodes, which would inevitably leak more data information to the eavesdropper and even render the storage system unable to maintain any data secrecy. In this paper, we introduce and study a special category of MSCR codes, termed "stable" MSCR codes, where the repair data from any one helper node to any one failed node is required to be independent of the repair group or the set of helper nodes. Our main contributions include: 1) Demonstrating that two existing MSCR codes inherently are not stable and thus have poor secrecy capacity; 2) Converting one existing MSCR code to a stable one, which offers better secrecy capacity when compared to the original one; and 3) Employing information theoretic analysis to characterize the secrecy capacity of stable MSCR codes in certain situations.
引用
收藏
页码:6218 / 6232
页数:15
相关论文
共 50 条
  • [1] Security for Minimum Storage Regenerating Codes and Locally Repairable Codes
    Kadhe, Swanand
    Sprintson, Alex
    2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 1028 - 1032
  • [2] Cooperative Repair with Minimum-Storage Regenerating Codes for Distributed Storage
    Li, Jun
    Li, Baochun
    2014 PROCEEDINGS IEEE INFOCOM, 2014, : 316 - 324
  • [3] A CLASS OF MINIMUM STORAGE COOPERATIVE REGENERATING CODES WITH LOW ACCESS PROPERTY
    Lin, Xing
    Cai, Han
    Tang, Xiaohu
    ADVANCES IN MATHEMATICS OF COMMUNICATIONS, 2022, 16 (04) : 879 - 892
  • [4] Explicit Minimum Storage Regenerating Codes
    Wang, Zhiying
    Tamo, Itzhak
    Bruck, Jehoshua
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (08) : 4466 - 4480
  • [5] Exact Cooperative Regenerating Codes with Minimum-Repair-Bandwidth for Distributed Storage
    Wang, Anyu
    Zhang, Zhifang
    2013 PROCEEDINGS IEEE INFOCOM, 2013, : 400 - 404
  • [6] Minimum Storage Partially Cooperative Regenerating Codes With Small Sub-Packetization
    Liu, Yajuan
    Wang, Yanyan
    Cai, Han
    Tang, Xiaohu
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (01) : 38 - 49
  • [7] Minimum Storage Regenerating Codes for Scalable Distributed Storage
    Zhang, Huayu
    Li, Hui
    Zhu, Bing
    Yang, Xin
    Li, Shuo-Yen Robert
    IEEE ACCESS, 2017, 5 : 7149 - 7155
  • [8] Exact Minimum-Repair-Bandwidth Cooperative Regenerating Codes for Distributed Storage Systems
    Shum, Kenneth W.
    Hu, Yuchong
    2011 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT), 2011, : 1442 - 1446
  • [9] Minimum Storage Regenerating Codes for All Parameters
    Goparaju, Sreechakra
    Fazeli, Arman
    Vardy, Alexander
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (10) : 6318 - 6328
  • [10] On Secrecy Capacity of Minimum Storage Regenerating Codes
    Huang, Kun
    Parampalli, Udaya
    Xian, Ming
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (03) : 1510 - 1524