DocumentCode
2967742
Title
An investigation of entropy of selectively encrypted bitmap images
Author
Lundin, Reine ; Lindskog, Stefan
Author_Institution
Dept. of Comput. Sci., Karlstad Univ., Karlstad, Sweden
fYear
2012
fDate
21-23 Nov. 2012
Firstpage
238
Lastpage
243
Abstract
Selective encryption is a concept in which the main goal is to reduce computational cost while providing confidentiality by encrypting only chosen parts of the information to be protected. Previous work on selective encryption has mainly been aimed towards multimedia applications in order to reduce the overhead induced by encryption while still making the information perceptually secure to a desired protection level. This was accomplished by utilizing the fact that different parts of the information have different impacts on our perception senses, i.e., eyes and ears. How computationally secure the information is when using selective encryption has however only briefly been mentioned or rudimentarily analyzed. In this paper, we therefore investigate the security implications of selective encryption by generalizing the work on entropy of selectively encrypted strings to several dimensions and applying it to bitmap images. The generalization is done by constructing information neighborhoods that capture and model information dependencies in several dimensions.
Keywords
cryptography; entropy; image coding; confidentiality; encrypted bitmap image; encrypted strings; entropy; multimedia application; selective encryption; Approximation methods; Computational efficiency; Encryption; Entropy; Image color analysis; Random variables; bitmap images; entropy; information neighborhoods; security measures; selective encryption;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Aspects of Social Networks (CASoN), 2012 Fourth International Conference on
Conference_Location
Sao Carlos
Print_ISBN
978-1-4673-4793-8
Type
conf
DOI
10.1109/CASoN.2012.6412409
Filename
6412409
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