Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication

Medical images can be easily manipulated by irresponsible persons and the altered medical image can be hard to identify. Fragile watermarking scheme is an alternative solution to authenticate and protect the medical images. Fragile watermarking scheme becomes vulnerable against modification by attac...

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Main Authors: Noor Aqilah, Abdul Halim, Ernawan, Ferda, Eh Phon, Danakorn Nincarean, Kohbalan, Moorthy
Format: Article
Language:English
Published: The World Academy of Research in Science and Engineering 2020
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Online Access:http://umpir.ump.edu.my/id/eprint/29924/1/Fragile%20watermarking%20scheme%20based%20on%20SHA-256.pdf
http://umpir.ump.edu.my/id/eprint/29924/
https://doi.org/10.30534/ijatcse/2020/238952020
https://doi.org/10.30534/ijatcse/2020/238952020
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Institution: Universiti Malaysia Pahang
Language: English
id my.ump.umpir.29924
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spelling my.ump.umpir.299242022-11-10T02:48:08Z http://umpir.ump.edu.my/id/eprint/29924/ Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication Noor Aqilah, Abdul Halim Ernawan, Ferda Eh Phon, Danakorn Nincarean Kohbalan, Moorthy QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Medical images can be easily manipulated by irresponsible persons and the altered medical image can be hard to identify. Fragile watermarking scheme is an alternative solution to authenticate and protect the medical images. Fragile watermarking scheme becomes vulnerable against modification by attackers. This research proposed a fragile watermarking scheme for medical images based onSHA-256 and Mersenne twister. A medical image was split into a region of interest (ROI) and region of non-interest (RONI). The ROI as watermarked image is encrypted by SHA-256 and the result is scrambled by Arnold transform with a secret key before embedding the watermark. The scrambled hash values are randomly embedded into RONI by using Mersenne Twister with a secret key. The experimental results showed that our scheme produces high imperceptibility with PSNR value of about 83 dB. The proposed scheme was able to detect tampers accurately on the medical images. The proposed scheme improved the invisibility of the watermarked image and it provided additional security. The proposed scheme authenticated and validated the originality of the medical images. The World Academy of Research in Science and Engineering 2020-09 Article PeerReviewed pdf en cc_by_sa http://umpir.ump.edu.my/id/eprint/29924/1/Fragile%20watermarking%20scheme%20based%20on%20SHA-256.pdf Noor Aqilah, Abdul Halim and Ernawan, Ferda and Eh Phon, Danakorn Nincarean and Kohbalan, Moorthy (2020) Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication. International Journal of Advanced Trends in Computer Science and Engineering, 9 (5). pp. 8569-8574. ISSN 2278-3091 https://doi.org/10.30534/ijatcse/2020/238952020 https://doi.org/10.30534/ijatcse/2020/238952020
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
Noor Aqilah, Abdul Halim
Ernawan, Ferda
Eh Phon, Danakorn Nincarean
Kohbalan, Moorthy
Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
description Medical images can be easily manipulated by irresponsible persons and the altered medical image can be hard to identify. Fragile watermarking scheme is an alternative solution to authenticate and protect the medical images. Fragile watermarking scheme becomes vulnerable against modification by attackers. This research proposed a fragile watermarking scheme for medical images based onSHA-256 and Mersenne twister. A medical image was split into a region of interest (ROI) and region of non-interest (RONI). The ROI as watermarked image is encrypted by SHA-256 and the result is scrambled by Arnold transform with a secret key before embedding the watermark. The scrambled hash values are randomly embedded into RONI by using Mersenne Twister with a secret key. The experimental results showed that our scheme produces high imperceptibility with PSNR value of about 83 dB. The proposed scheme was able to detect tampers accurately on the medical images. The proposed scheme improved the invisibility of the watermarked image and it provided additional security. The proposed scheme authenticated and validated the originality of the medical images.
format Article
author Noor Aqilah, Abdul Halim
Ernawan, Ferda
Eh Phon, Danakorn Nincarean
Kohbalan, Moorthy
author_facet Noor Aqilah, Abdul Halim
Ernawan, Ferda
Eh Phon, Danakorn Nincarean
Kohbalan, Moorthy
author_sort Noor Aqilah, Abdul Halim
title Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
title_short Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
title_full Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
title_fullStr Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
title_full_unstemmed Fragile watermarking scheme based on SHA-256 hash function and mersenne twister for medical image authentication
title_sort fragile watermarking scheme based on sha-256 hash function and mersenne twister for medical image authentication
publisher The World Academy of Research in Science and Engineering
publishDate 2020
url http://umpir.ump.edu.my/id/eprint/29924/1/Fragile%20watermarking%20scheme%20based%20on%20SHA-256.pdf
http://umpir.ump.edu.my/id/eprint/29924/
https://doi.org/10.30534/ijatcse/2020/238952020
https://doi.org/10.30534/ijatcse/2020/238952020
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