On the accuracy of hiding information metrics: counterfeit protection for education and important certificates

There are two techniques used to hide information - one is steganography while the other is digital watermarking. The objective of this paper is to investigate the functionality and reliability of using the current metrics, which are used to measure the distortion caused by secret data embedding. Th...

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Main Authors: Hmood, A.K., Kasirun, Zarinah Mohd, Jalab, Hamid Abdullah, Alam, Gazi Mahabubul, Zaidan, A.A., Zaidan, B.B.
Format: Article
Language:English
Published: Academic Journals 2010
Subjects:
Online Access:http://eprints.um.edu.my/5078/1/On_the_accuracy_of_hiding_information_metrics_counterfeit_protection_for_education_and_important_certificates.pdf
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author Hmood, A.K.
Kasirun, Zarinah Mohd
Jalab, Hamid Abdullah
Alam, Gazi Mahabubul
Zaidan, A.A.
Zaidan, B.B.
author_facet Hmood, A.K.
Kasirun, Zarinah Mohd
Jalab, Hamid Abdullah
Alam, Gazi Mahabubul
Zaidan, A.A.
Zaidan, B.B.
author_sort Hmood, A.K.
collection UM
description There are two techniques used to hide information - one is steganography while the other is digital watermarking. The objective of this paper is to investigate the functionality and reliability of using the current metrics, which are used to measure the distortion caused by secret data embedding. These metrics are used to measure the quality of the steganographic or watermarked objects. The signal-to-noise ratio, peak signal-to-noise ratio, mean square error, root mean square error, histogram and human vision test are the current measurements for the steganographic object. The paper will also discuss the widely used metrics and their limitations. Apart from this, it will also look at how researchers have criticized the metrics and how these metrics are used to measure the quality of steganographic or watermarked objects.
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spelling um.eprints-50782019-11-11T01:13:18Z http://eprints.um.edu.my/5078/ On the accuracy of hiding information metrics: counterfeit protection for education and important certificates Hmood, A.K. Kasirun, Zarinah Mohd Jalab, Hamid Abdullah Alam, Gazi Mahabubul Zaidan, A.A. Zaidan, B.B. QA75 Electronic computers. Computer science T Technology (General) There are two techniques used to hide information - one is steganography while the other is digital watermarking. The objective of this paper is to investigate the functionality and reliability of using the current metrics, which are used to measure the distortion caused by secret data embedding. These metrics are used to measure the quality of the steganographic or watermarked objects. The signal-to-noise ratio, peak signal-to-noise ratio, mean square error, root mean square error, histogram and human vision test are the current measurements for the steganographic object. The paper will also discuss the widely used metrics and their limitations. Apart from this, it will also look at how researchers have criticized the metrics and how these metrics are used to measure the quality of steganographic or watermarked objects. Academic Journals 2010 Article PeerReviewed application/pdf en http://eprints.um.edu.my/5078/1/On_the_accuracy_of_hiding_information_metrics_counterfeit_protection_for_education_and_important_certificates.pdf Hmood, A.K. and Kasirun, Zarinah Mohd and Jalab, Hamid Abdullah and Alam, Gazi Mahabubul and Zaidan, A.A. and Zaidan, B.B. (2010) On the accuracy of hiding information metrics: counterfeit protection for education and important certificates. International Journal of the Physical Sciences, 5 (7). pp. 1054-1062. ISSN 1992-1950, https://academicjournals.org/journal/IJPS/article-full-text-pdf/7030E6728403
spellingShingle QA75 Electronic computers. Computer science
T Technology (General)
Hmood, A.K.
Kasirun, Zarinah Mohd
Jalab, Hamid Abdullah
Alam, Gazi Mahabubul
Zaidan, A.A.
Zaidan, B.B.
On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title_full On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title_fullStr On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title_full_unstemmed On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title_short On the accuracy of hiding information metrics: counterfeit protection for education and important certificates
title_sort on the accuracy of hiding information metrics counterfeit protection for education and important certificates
topic QA75 Electronic computers. Computer science
T Technology (General)
url http://eprints.um.edu.my/5078/1/On_the_accuracy_of_hiding_information_metrics_counterfeit_protection_for_education_and_important_certificates.pdf
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