DocumentCode
3582858
Title
A hash-based image content authentication scheme for tamper detection using compressive sensing
Author
Zhi-Wei Mo ; Yue-Sheng Zhu ; Zhen Liu
Author_Institution
Commun. & Inf. Security Lab., Peking Univ., Shenzhen, China
fYear
2014
Firstpage
244
Lastpage
248
Abstract
In this paper, a novel hash-based image content authentication scheme for tamper detection and localization is proposed. The original image is divided into sub-blocks whose size can be tuned with the accuracy of tamper localization, and the measurements which are obtained in the compressed sensing (CS) process contain all the information of the subblocks. Moreover, singular value decomposition (SVD) is applied to capture the most energy of measurements and compress them into a compact hash. Experimental results have shown that the proposed method is robust with a reliable security.
Keywords
compressed sensing; cryptography; image coding; singular value decomposition; SVD; compressed sensing process; compressive sensing; hash-based image content authentication scheme; singular value decomposition; tamper detection; tamper localization; Authentication; Compressed sensing; Image coding; Matching pursuit algorithms; Robustness; Vectors; Compressive Sensing; Image Authentication; Image Hashing; Tamper Detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Active Media Technology and Information Processing (ICCWAMTIP), 2014 11th International Computer Conference on
Print_ISBN
978-1-4799-7207-4
Type
conf
DOI
10.1109/ICCWAMTIP.2014.7073400
Filename
7073400
Link To Document