Title :
Securing Dynamic Distributed Storage Systems Against Eavesdropping and Adversarial Attacks
Author :
Pawar, Sameer ; El Rouayheb, Salim ; Ramchandran, Kannan
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, CA, USA
Abstract :
We address the problem of securing distributed storage systems against eavesdropping and adversarial attacks. An important aspect of these systems is node failures over time, necessitating, thus, a repair mechanism in order to maintain a desired high system reliability. In such dynamic settings, an important security problem is to safeguard the system from an intruder who may come at different time instances during the lifetime of the storage system to observe and possibly alter the data stored on some nodes. In this scenario, we give upper bounds on the maximum amount of information that can be stored safely on the system. For an important operating regime of the distributed storage system, which we call the bandwidth-limited regime, we show that our upper bounds are tight and provide explicit code constructions. Moreover, we provide a way to short list the malicious nodes and expurgate the system.
Keywords :
distributed memory systems; security of data; adversarial attack; bandwidth-limited regime; eavesdropping; explicit code construction; high system reliability; malicious node; operating regime; repair mechanism; securing dynamic distributed storage system; security problem; Bandwidth; Decision support systems; Maintenance engineering; Peer to peer computing; Reliability; Secure storage; Upper bound; Byzantine adversary; distributed storage; network codes; secrecy;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2011.2162191