Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain

Singular Value Decomposition (SVD) comprises many important mathematical properties that are useful in numerous applications. Newly developed SVD-based watermarking schemes can effectively maintain minor changes despite the large altered singular values S caused by the attacks. Due to the stability...

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Main Authors:	Makbol, Nasrin M., Bee, Ee Khoo, Rassem, Taha H.
Format:	Article
Language:	English
Published:	Springer 2018
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/1/Security%20analyses%20of%20false%20positive%20problem1.pdf

id	ump-20923
recordtype	eprints
spelling	ump-209232018-08-15T08:27:43Z http://umpir.ump.edu.my/id/eprint/20923/ Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain Makbol, Nasrin M. Bee, Ee Khoo Rassem, Taha H. QA75 Electronic computers. Computer science Singular Value Decomposition (SVD) comprises many important mathematical properties that are useful in numerous applications. Newly developed SVD-based watermarking schemes can effectively maintain minor changes despite the large altered singular values S caused by the attacks. Due to the stability and the properties of S, most of the researchers prefer to embed into S. However, despite satisfying the stability and robustness criteria, SVD-based image watermarking can still encounter false positive problems (FPP). Avoiding FPPs is one of the popular research topics in the field of SVD-based image watermarking. Satisfying robustness and imperceptibility requirements, as well as preventing FPPs, in SVD-based image watermarking is crucial in applications such as copyright protection and authentication. In this paper, false positive problem is studied, analysed and presented in detail. Different schemes are studied and classified based on the probability of exposure to false positive problem. All types of SVD-based embedding algorithms that leads to false positive problem and the related potential attacks has been evaluated using the reliability test as well as all solutions to false positive problem are reviewed. To understand how the attacks can threaten the rightful ownership and how to avoid these attacks, the three potential attacks of false positive problem has been demonstrated using recent proposed watermarking schemes. The main perspective of this paper is to gather all the issues belong to the false positive problem with SVD-based schemes. Springer 2018-03-25 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/20923/1/Security%20analyses%20of%20false%20positive%20problem1.pdf Makbol, Nasrin M. and Bee, Ee Khoo and Rassem, Taha H. (2018) Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain. Multimedia Tools and Applications. pp. 1-35. ISSN 1380-7501 (In Press) https://link.springer.com/journal/11042 http://link.springer.com/article/10.1007/s11042-018-5891-y
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Makbol, Nasrin M. Bee, Ee Khoo Rassem, Taha H. Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
description	Singular Value Decomposition (SVD) comprises many important mathematical properties that are useful in numerous applications. Newly developed SVD-based watermarking schemes can effectively maintain minor changes despite the large altered singular values S caused by the attacks. Due to the stability and the properties of S, most of the researchers prefer to embed into S. However, despite satisfying the stability and robustness criteria, SVD-based image watermarking can still encounter false positive problems (FPP). Avoiding FPPs is one of the popular research topics in the field of SVD-based image watermarking. Satisfying robustness and imperceptibility requirements, as well as preventing FPPs, in SVD-based image watermarking is crucial in applications such as copyright protection and authentication. In this paper, false positive problem is studied, analysed and presented in detail. Different schemes are studied and classified based on the probability of exposure to false positive problem. All types of SVD-based embedding algorithms that leads to false positive problem and the related potential attacks has been evaluated using the reliability test as well as all solutions to false positive problem are reviewed. To understand how the attacks can threaten the rightful ownership and how to avoid these attacks, the three potential attacks of false positive problem has been demonstrated using recent proposed watermarking schemes. The main perspective of this paper is to gather all the issues belong to the false positive problem with SVD-based schemes.
format	Article
author	Makbol, Nasrin M. Bee, Ee Khoo Rassem, Taha H.
author_facet	Makbol, Nasrin M. Bee, Ee Khoo Rassem, Taha H.
author_sort	Makbol, Nasrin M.
title	Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
title_short	Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
title_full	Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
title_fullStr	Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
title_full_unstemmed	Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain
title_sort	security analyses of false positive problem for the svd-based hybrid digital image watermarking techniques in the wavelet transform domain
publisher	Springer
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/ http://umpir.ump.edu.my/id/eprint/20923/1/Security%20analyses%20of%20false%20positive%20problem1.pdf
first_indexed	2023-09-18T22:30:28Z
last_indexed	2023-09-18T22:30:28Z
_version_	1777416250987642880

Security analyses of false positive problem for the SVD-based hybrid digital image watermarking techniques in the wavelet transform domain

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