NDLI: Image Encryption Based on Compressive Sensing and Scrambled Index for Secure Multimedia Transmission

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Issue 1s(Special Issue on Smartphone-Based Interactive Technologies, Systems, and Applications and Special Issue on Extended Best Papers from ACM Multimedia 2014), October 2015

Issue 1, August 2015

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) : Volume 11

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) : Volume 10

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) : Volume 9

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) : Volume 8

Image Encryption Based on Compressive Sensing and Scrambled Index for Secure Multimedia Transmission

Content Provider	ACM Digital Library
Author	Song, Bin Qin, Hao Zhang, Yue Cao, Rong Li, Yinghua
Copyright Year	2016
Description	Author Affiliation: Xidian University, China(Qin, Hao; Zhang, Yue; Cao, Rong; Song, Bin; Li, Yinghua)
Abstract	With the rapid growth of multimedia message exchange and digital communication, multimedia big data has become a research hotspot in various fields. The storage and transmission of multimedia big data have high requirements for security. Images, covering the highest proportion of multimedia data, should be processed and transmitted with high security. Compressive sensing (CS) has a beneficial property for the encryption that the image can be recovered with fewer samples than conventional approaches use. In recent years, CS has been studied not only to reduce the resource requirements for signal acquisition but also to ensure the security of data. It is still an open challenge to improve security and enhance the quality of the decrypted image simultaneously using the key with small size. In this article, a CS-based encryption method is presented that associates the quantization with random measurement permutation. An enormous number of experiments have been conducted on both standard test images and face images chosen from the big database LFW. Experimental results show that our proposal has dramatic improvements on ensuring the security, enhancing the quality of the decrypted image, and raising the efficiency. Additionally, this proposal remarkably reduces storage and transmission resources. Accordingly, this encryption scheme can be applied to ensure the security of multimedia transmission.
Starting Page	1
Ending Page	22
Page Count	22
File Format	PDF
ISSN	15516857
e-ISSN	15516865
DOI	10.1145/2903717
Volume Number	12
Issue Number	4s
Journal	ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2016-09-15
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Compressive sensing Image encryption Multimedia security Random permutation Split Bregman algorithm
Content Type	Text
Resource Type	Article
Subject	Hardware and Architecture Computer Networks and Communications

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