TY - GEN
T1 - Securing dynamic distributed storage systems from malicious nodes
AU - Pawar, Sameer
AU - El Rouayheb, Salim
AU - Ramchandran, Kannan
PY - 2011
Y1 - 2011
N2 - We address the problem of securing distributed storage systems against adversarial node 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 a malicious adversary who may come at different time instances during the lifetime of the storage system to corrupt the data stored on some nodes. We provide upper bounds on the maximum amount of information that can be stored safely on the system in the presence of the adversary. For an important operating regime, which we call the bandwidth-limited regime, we show that our upper bounds are tight and provide explicit linear code constructions. Moreover, we provide a way to shortlist the malicious nodes and expurgate the system.
AB - We address the problem of securing distributed storage systems against adversarial node 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 a malicious adversary who may come at different time instances during the lifetime of the storage system to corrupt the data stored on some nodes. We provide upper bounds on the maximum amount of information that can be stored safely on the system in the presence of the adversary. For an important operating regime, which we call the bandwidth-limited regime, we show that our upper bounds are tight and provide explicit linear code constructions. Moreover, we provide a way to shortlist the malicious nodes and expurgate the system.
UR - http://www.scopus.com/inward/record.url?scp=80054812722&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80054812722&partnerID=8YFLogxK
U2 - 10.1109/ISIT.2011.6033781
DO - 10.1109/ISIT.2011.6033781
M3 - Conference contribution
AN - SCOPUS:80054812722
SN - 9781457705953
T3 - IEEE International Symposium on Information Theory - Proceedings
SP - 1452
EP - 1456
BT - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
T2 - 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011
Y2 - 31 July 2011 through 5 August 2011
ER -