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Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating

Medical images are treated as sensitive as it carries patients’ confidential information and hence must be protected from unauthorized access. So, a strong encryption mechanism is a primary criterion to transmit these images over the internet to protect them from intruders. In many existing algorith...

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Autores principales: Patra, Anirban, Saha, Arijit, Bhattacharya, Kallol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226269/
https://www.ncbi.nlm.nih.gov/pubmed/35765311
http://dx.doi.org/10.1007/s13369-022-06986-0
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author Patra, Anirban
Saha, Arijit
Bhattacharya, Kallol
author_facet Patra, Anirban
Saha, Arijit
Bhattacharya, Kallol
author_sort Patra, Anirban
collection PubMed
description Medical images are treated as sensitive as it carries patients’ confidential information and hence must be protected from unauthorized access. So, a strong encryption mechanism is a primary criterion to transmit these images over the internet to protect them from intruders. In many existing algorithms, noise affection in the extracted images is high, hence not suitable for medical data encryption. Here, we present a new method using phase grating to multiplex as well as encrypting 32 cross-sectional CT scan images (slices) in a single canvas for optimization of storage space and improvement of security. The entire process is divided into a few steps. Before transmission, the main canvas is encrypted with the help of a random phase matrix. The main canvas is further encrypted by the transposition method to enhance security. After decryption, inverse Fourier transform is applied at the proper location of the decrypted canvas to extract the images from the spectra. Quality is measured with peak-signal-to-noise ratio and correlation coefficient methods. Here, it is greater than 38 and the correlation coefficient is close to 1 for all images, thereby indicating of good quality of extracted images. The effect of three common cyber-attacks (viz. known-plaintext attack, chosen-plaintext attack, and chosen-ciphertext attack) is also presented here. The correlation coefficient during cyber-attacks is found to be close to zero, which implies the robustness of the algorithm against cyber-attacks. Finally, a comparison with existing techniques shows the effectiveness of the proposed method.
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spelling pubmed-92262692022-06-24 Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating Patra, Anirban Saha, Arijit Bhattacharya, Kallol Arab J Sci Eng Research Article-Computer Engineering and Computer Science Medical images are treated as sensitive as it carries patients’ confidential information and hence must be protected from unauthorized access. So, a strong encryption mechanism is a primary criterion to transmit these images over the internet to protect them from intruders. In many existing algorithms, noise affection in the extracted images is high, hence not suitable for medical data encryption. Here, we present a new method using phase grating to multiplex as well as encrypting 32 cross-sectional CT scan images (slices) in a single canvas for optimization of storage space and improvement of security. The entire process is divided into a few steps. Before transmission, the main canvas is encrypted with the help of a random phase matrix. The main canvas is further encrypted by the transposition method to enhance security. After decryption, inverse Fourier transform is applied at the proper location of the decrypted canvas to extract the images from the spectra. Quality is measured with peak-signal-to-noise ratio and correlation coefficient methods. Here, it is greater than 38 and the correlation coefficient is close to 1 for all images, thereby indicating of good quality of extracted images. The effect of three common cyber-attacks (viz. known-plaintext attack, chosen-plaintext attack, and chosen-ciphertext attack) is also presented here. The correlation coefficient during cyber-attacks is found to be close to zero, which implies the robustness of the algorithm against cyber-attacks. Finally, a comparison with existing techniques shows the effectiveness of the proposed method. Springer Berlin Heidelberg 2022-06-24 2023 /pmc/articles/PMC9226269/ /pubmed/35765311 http://dx.doi.org/10.1007/s13369-022-06986-0 Text en © King Fahd University of Petroleum & Minerals 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 Research Article-Computer Engineering and Computer Science
Patra, Anirban
Saha, Arijit
Bhattacharya, Kallol
Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title_full Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title_fullStr Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title_full_unstemmed Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title_short Efficient Storage and Encryption of 32-Slice CT Scan Images Using Phase Grating
title_sort efficient storage and encryption of 32-slice ct scan images using phase grating
topic Research Article-Computer Engineering and Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226269/
https://www.ncbi.nlm.nih.gov/pubmed/35765311
http://dx.doi.org/10.1007/s13369-022-06986-0
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