A client-based secure deduplication of multimedia data

Danping Li, Chao Yang, Chengzhou Li, Qi Jiang, Xiaofeng Chen, Jianfeng Ma, Jian Ren

Research output: ResearchConference contribution

Abstract

The replication and dissemination of multimedia data become increasingly convenient and efficient, so a lot of redundant multimedia data, especially image files, have been generated and stored on the Internet. Therefore, it is necessary to perform deduplication of images. However, the existing deduplication methods of regular files are hash-based, which cannot be applied to the deduplication of images. The deduplication of images faces following three challenges: it needs to check duplicates fuzzily; it needs to verify the ownership of similar images; it needs perceptual image quality assessment. Aiming at these challenges, we propose a scheme named the Client-based Security Provable Deduplication of Multimedia Data (CSPD). The proposed CSPD scheme is capable of responding to the above challenges. Furthermore, it meets provable security requirements. Our extensive simulation and performance analysis show that the CSPD can check duplicates accurately and assess the perceptual quality of distorted images. Moreover, the proposed CSPD is more efficient than the existing schemes in communication bandwidth and storage spaces.

LanguageEnglish (US)
Title of host publication2017 IEEE International Conference on Communications, ICC 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467389990
DOIs
StatePublished - Jul 28 2017
Event2017 IEEE International Conference on Communications, ICC 2017 - Paris, France
Duration: May 21 2017May 25 2017

Other

Other2017 IEEE International Conference on Communications, ICC 2017
CountryFrance
CityParis
Period5/21/175/25/17

Profile

Image quality
Internet
Bandwidth
Communication

Keywords

  • discrete cosine transform
  • image deduplication
  • perceptual hash
  • proof of ownership

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Cite this

Li, D., Yang, C., Li, C., Jiang, Q., Chen, X., Ma, J., & Ren, J. (2017). A client-based secure deduplication of multimedia data. In 2017 IEEE International Conference on Communications, ICC 2017 [7997111] Institute of Electrical and Electronics Engineers Inc.. DOI: 10.1109/ICC.2017.7997111

A client-based secure deduplication of multimedia data. / Li, Danping; Yang, Chao; Li, Chengzhou; Jiang, Qi; Chen, Xiaofeng; Ma, Jianfeng; Ren, Jian.

2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. 7997111.

Research output: ResearchConference contribution

Li, D, Yang, C, Li, C, Jiang, Q, Chen, X, Ma, J & Ren, J 2017, A client-based secure deduplication of multimedia data. in 2017 IEEE International Conference on Communications, ICC 2017., 7997111, Institute of Electrical and Electronics Engineers Inc., 2017 IEEE International Conference on Communications, ICC 2017, Paris, France, 5/21/17. DOI: 10.1109/ICC.2017.7997111
Li D, Yang C, Li C, Jiang Q, Chen X, Ma J et al. A client-based secure deduplication of multimedia data. In 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc.2017. 7997111. Available from, DOI: 10.1109/ICC.2017.7997111
Li, Danping ; Yang, Chao ; Li, Chengzhou ; Jiang, Qi ; Chen, Xiaofeng ; Ma, Jianfeng ; Ren, Jian. / A client-based secure deduplication of multimedia data. 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 2017.
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