TY - GEN
T1 - Fundamental limits of caching with secure delivery
AU - Sengupta, Avik
AU - Tandon, Ravi
AU - Clancy, T. Charles
PY - 2014
Y1 - 2014
N2 - Caching is a procedure which allows popular files to be pre-fetched and stored partly in end users' memory. In modern wireless networks, caching is emerging to play a vital role in reducing peak data rates by storing popular content. In this paper, the concept of information theoretic security for caching is introduced. A novel caching scheme is proposed which leverages both the local and global caching gains to reduce peak rate while securely delivering requested content to the users. The analysis of the secure caching problem is presented which shows that the proposed scheme introduces security at negligible cost compared to insecure caching schemes, particularly for large number of files and users. It is also shown that the rate of the proposed scheme is within a constant multiplicative factor from the information-theoretic optimal rate for all feasible values of problem parameters.
AB - Caching is a procedure which allows popular files to be pre-fetched and stored partly in end users' memory. In modern wireless networks, caching is emerging to play a vital role in reducing peak data rates by storing popular content. In this paper, the concept of information theoretic security for caching is introduced. A novel caching scheme is proposed which leverages both the local and global caching gains to reduce peak rate while securely delivering requested content to the users. The analysis of the secure caching problem is presented which shows that the proposed scheme introduces security at negligible cost compared to insecure caching schemes, particularly for large number of files and users. It is also shown that the rate of the proposed scheme is within a constant multiplicative factor from the information-theoretic optimal rate for all feasible values of problem parameters.
UR - http://www.scopus.com/inward/record.url?scp=84906748448&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84906748448&partnerID=8YFLogxK
U2 - 10.1109/ICCW.2014.6881293
DO - 10.1109/ICCW.2014.6881293
M3 - Conference contribution
AN - SCOPUS:84906748448
SN - 9781479946402
T3 - 2014 IEEE International Conference on Communications Workshops, ICC 2014
SP - 771
EP - 776
BT - 2014 IEEE International Conference on Communications Workshops, ICC 2014
PB - IEEE Computer Society
T2 - 2014 IEEE International Conference on Communications Workshops, ICC 2014
Y2 - 10 June 2014 through 14 June 2014
ER -