Secure Cooperative Regenerating Codes for Distributed Storage Systems

被引:19
|
作者
Koyluoglu, Onur Ozan [1 ]
Rawat, Ankit Singh [2 ]
Vishwanath, Sriram [2 ]
机构
[1] Univ Arizona, Dept Elect & Comp Engn, Tucson, AZ 85721 USA
[2] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
关键词
Coding for distributed storage systems; cooperative repair; minimum bandwidth cooperative regenerating (MBCR) codes; minimum storage cooperative regenerating (MSCR) codes; security; ARRAY CODES;
D O I
10.1109/TIT.2014.2319271
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Regenerating codes enable trading off repair bandwidth for storage in distributed storage systems (DSS). Due to their distributed nature, these systems are intrinsically susceptible to attacks, and they may also be subject to multiple simultaneous node failures. Cooperative regenerating codes allow bandwidth efficient repair of multiple simultaneous node failures. This paper analyzes storage systems that employ cooperative regenerating codes that are robust to (passive) eavesdroppers. The analysis is divided into two parts, studying both minimum bandwidth and minimum storage cooperative regenerating scenarios. First, the secrecy capacity for minimum bandwidth cooperative regenerating codes is characterized. Second, for minimum storage cooperative regenerating codes, a secure file size upper bound and achievability results are provided. These results establish the secrecy capacity for the minimum storage scenario for certain special cases. In all scenarios, the achievability results correspond to exact repair, and secure file size upper bounds are obtained using min-cut analyses over a suitable secrecy graph representation of DSS. The main achievability argument is based on an appropriate precoding of the data to eliminate the information leakage to the eavesdropper.
引用
收藏
页码:5228 / 5244
页数:17
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