Title :
Homomorphic Low Pass Filtering on Encrypted Multimedia over Cloud
Author :
Lathey, Ankita ; Atrey, Pradeep K. ; Joshi, Niranjan
Author_Institution :
Dept. of Appl. Comput. Sci., Univ. of Winnipeg, Winnipeg, MB, Canada
Abstract :
Outsourcing the storage and processing of multimedia data to cloud data centers (CDCs) is becoming increasingly common. However, the use of third party CDCs raises security and privacy concerns. In this paper, we present a Shamir´s Secret Sharing (SSS) based method to obtain enhanced digital images by performing low pass filtering (LPF)on the obfuscated (or encrypted) images over cloud. The proposed scheme is novel in performing averaging (division)operations involved in the spatial convolution of a mask overan image in the encrypted domain (ED) to get the same filtered resultant image as when the filtering operation is performed in the plain text domain (PD). Security and performance analyses corroborate that our scheme is information theoretically secure and transmission efficient (as compared to other schemes), respectively.
Keywords :
cloud computing; computer centres; cryptography; data privacy; image coding; image enhancement; low-pass filters; multimedia computing; CDCs; ED; LPF; PD; SSS based method; Shamir´s secret sharing based method; averaging operation; cloud data centers; digital image enhancement; division operation; encrypted domain; homomorphic low pass filtering; image encryption; multimedia data processing outsourcing; multimedia data storage outsourcing; multimedia encryption; performance analysis; plain text domain; privacy concerns; security concerns; spatial convolution; Cryptography; Equations; Image reconstruction; Multimedia communication; Noise; Performance analysis; Cloud data centers; Encrypted domain processing; Secret sharing; Security and privacy;
Conference_Titel :
Semantic Computing (ICSC), 2013 IEEE Seventh International Conference on
Conference_Location :
Irvine, CA
DOI :
10.1109/ICSC.2013.60