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A simple embed over encryption scheme for DICOM images using Bülban Map
With the onset of any pandemic, the medical image database is bound to increase. These medical images are prone to attack by hackers for their medical data and patient health information. To safeguard these medical images, a new algorithm is proposed. The algorithm involves secretly embedding the pa...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763365/ https://www.ncbi.nlm.nih.gov/pubmed/35040082 http://dx.doi.org/10.1007/s11517-021-02499-4 |
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author | Manikandan, Veerappan Amirtharajan, Rengarajan |
author_facet | Manikandan, Veerappan Amirtharajan, Rengarajan |
author_sort | Manikandan, Veerappan |
collection | PubMed |
description | With the onset of any pandemic, the medical image database is bound to increase. These medical images are prone to attack by hackers for their medical data and patient health information. To safeguard these medical images, a new algorithm is proposed. The algorithm involves secretly embedding the patient identification number into the medical image and encrypting the medical image, protecting the patient’s identity and the patient’s medical condition from hackers. The encryption algorithm involved a single stage of confusion and two stages of diffusion. The confusion operation was performed using the key generated by the Bülban map. The first stage of diffusion was done in the transform domain, using 5/3 transformation. The second diffusion stage was performed in the spatial domain by altering the pixel values using the key. The algorithm was tested on over 30 DICOM (Digital Imaging and Communications in Medicine) images taken from Open Science Framework (OSF), a public database for COVID-19 patients. The algorithm could resist the statistical attacks upon analysis, providing a PSNR of 7.084 dB and entropy of 15.9815 bits for the cipher image. The correlation coefficients for the cipher image were 0.0275, -0.0027, 0.018 in horizontal, vertical and diagonal directions. The keyspace was 2(((M−1) ×N)×16), with M the number of rows and N the number of columns in the image. The key sensitivity was high. The test results and metric analysis prove that the algorithm is an effective one for embedding and encryption. GRAPHICAL ABSTRACT: [Image: see text] |
format | Online Article Text |
id | pubmed-8763365 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-87633652022-01-18 A simple embed over encryption scheme for DICOM images using Bülban Map Manikandan, Veerappan Amirtharajan, Rengarajan Med Biol Eng Comput Original Article With the onset of any pandemic, the medical image database is bound to increase. These medical images are prone to attack by hackers for their medical data and patient health information. To safeguard these medical images, a new algorithm is proposed. The algorithm involves secretly embedding the patient identification number into the medical image and encrypting the medical image, protecting the patient’s identity and the patient’s medical condition from hackers. The encryption algorithm involved a single stage of confusion and two stages of diffusion. The confusion operation was performed using the key generated by the Bülban map. The first stage of diffusion was done in the transform domain, using 5/3 transformation. The second diffusion stage was performed in the spatial domain by altering the pixel values using the key. The algorithm was tested on over 30 DICOM (Digital Imaging and Communications in Medicine) images taken from Open Science Framework (OSF), a public database for COVID-19 patients. The algorithm could resist the statistical attacks upon analysis, providing a PSNR of 7.084 dB and entropy of 15.9815 bits for the cipher image. The correlation coefficients for the cipher image were 0.0275, -0.0027, 0.018 in horizontal, vertical and diagonal directions. The keyspace was 2(((M−1) ×N)×16), with M the number of rows and N the number of columns in the image. The key sensitivity was high. The test results and metric analysis prove that the algorithm is an effective one for embedding and encryption. GRAPHICAL ABSTRACT: [Image: see text] Springer Berlin Heidelberg 2022-01-17 2022 /pmc/articles/PMC8763365/ /pubmed/35040082 http://dx.doi.org/10.1007/s11517-021-02499-4 Text en © International Federation for Medical and Biological Engineering 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Article Manikandan, Veerappan Amirtharajan, Rengarajan A simple embed over encryption scheme for DICOM images using Bülban Map |
title | A simple embed over encryption scheme for DICOM images using Bülban Map |
title_full | A simple embed over encryption scheme for DICOM images using Bülban Map |
title_fullStr | A simple embed over encryption scheme for DICOM images using Bülban Map |
title_full_unstemmed | A simple embed over encryption scheme for DICOM images using Bülban Map |
title_short | A simple embed over encryption scheme for DICOM images using Bülban Map |
title_sort | simple embed over encryption scheme for dicom images using bülban map |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763365/ https://www.ncbi.nlm.nih.gov/pubmed/35040082 http://dx.doi.org/10.1007/s11517-021-02499-4 |
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