DocumentCode :
3525113
Title :
A Secure Video Deduplication Scheme in Cloud Storage Environments Using H.264 Compression
Author :
Rashid, Fatema ; Miri, Ali ; Woungang, Isaac
Author_Institution :
Dept. of Comput. Sci., Ryerson Univ., Toronto, ON, Canada
fYear :
2015
fDate :
March 30 2015-April 2 2015
Firstpage :
138
Lastpage :
146
Abstract :
Due to the rapidly increasing amounts of digital data produced worldwide, multi-user cloud storage systems are becoming very popular and Internet users are approaching cloud storage providers (CSPs) to upload their data in the clouds. Among these data, digital videos are fairly huge in terms of storage cost and size, and techniques that can help reducing the cloud storage cost and size are always desired. This paper argues that data reduplication can ease the problem of BigData storage by identifying and removing the duplicate copies from the cloud storages. Although reduplication maximizes the storage space and minimizes the storage costs, it comes with serious issues of data privacy and security. Though the users desire to save some cost by allowing the CSP to deduplicate their data, they do not want the CSP to wane the privacy of their data. In this paper, a scheme is proposed that achieves a secure video reduplication in cloud storage environments. Its design consists of embedding a partial convergent encryption along with a unique signature generation scheme into a H.264 video compression scheme. The partial convergent encryption scheme is meant to ensure that the proposed scheme is secured against a semi-honest CSP, the unique signature generation scheme is meant to enable a classification of the encrypted compressed video data in such a way that the reduplication can be efficiently performed on them. Experimental results and security analysis are provided to validate the stated goals.
Keywords :
Big Data; cloud computing; cryptography; data compression; digital signatures; video coding; Big Data storage; CSP; H.264 video compression; cloud storage provider; data reduplication; partial convergent encryption scheme; signature generation scheme; video deduplication scheme security; Cloud computing; Compression algorithms; Encryption; Streaming media; Transforms; BigData security; H.264 video compression; cloud storage provider; group of pictures (GOP); partial convergent encryption; signature generation; video deduplication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Big Data Computing Service and Applications (BigDataService), 2015 IEEE First International Conference on
Conference_Location :
Redwood City, CA
Type :
conf
DOI :
10.1109/BigDataService.2015.15
Filename :
7184874
Link To Document :
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