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Complex entropy based encryption and decryption technique for securing medical images

During medical picture transmission, the most pressing concern is security. Medical images must be encrypted since they are extremely sensitive. Watermarking, digital fingerprinting/signature, and encoding are some of the available image security techniques. Images and movies, for example, must be h...

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Autores principales: Kumar, Vinod, Pathak, Vinay, Badal, Neelendra, Pandey, Purnendu Shekhar, Mishra, Rajesh, Gupta, Sachin Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9314533/
https://www.ncbi.nlm.nih.gov/pubmed/35912061
http://dx.doi.org/10.1007/s11042-022-13546-z
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author Kumar, Vinod
Pathak, Vinay
Badal, Neelendra
Pandey, Purnendu Shekhar
Mishra, Rajesh
Gupta, Sachin Kumar
author_facet Kumar, Vinod
Pathak, Vinay
Badal, Neelendra
Pandey, Purnendu Shekhar
Mishra, Rajesh
Gupta, Sachin Kumar
author_sort Kumar, Vinod
collection PubMed
description During medical picture transmission, the most pressing concern is security. Medical images must be encrypted since they are extremely sensitive. Watermarking, digital fingerprinting/signature, and encoding are some of the available image security techniques. Images and movies, for example, must be highly encrypted and decoded without losing any content information. Medical photos, for example, require extra protection, and protecting medical images is a critical issue when medical images and related patient information are transferred over public networks. This research work proposes a visual encryption strategy to secure medical pictures before being transmitted or stored in the cloud. This technique makes such pictures of unauthorized people unavailable and also maintains confidentiality, a prime safety requirement. The process made use of a pixel shuffling-based encryption technique and a secret key created from the image. In this research, we encrypted the medical image using modified Arnold Map Encryption and generated secret key values. Therefore, the image is encrypted, and henceforth it is decrypted as well. So this work gave us the encrypted image and decrypted image/original image as well. The modified Arnold Map Encryption tries to add more randomness, thus increasing the entropy of the image and thus makes it harder to decrypt. The modified Arnold Map Encryption is also compared to other algorithms such as Hyper Chaotic, Secure Hash Algorithm-13 (SHA-13), Ten Logistic Maps, Bakers Map, HenonMap, Cross Chaos Map, and 2D Logistic Map and shows better results in terms of encryption speed and Number of Pixel Change Rate (NPCR) value.
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spelling pubmed-93145332022-07-26 Complex entropy based encryption and decryption technique for securing medical images Kumar, Vinod Pathak, Vinay Badal, Neelendra Pandey, Purnendu Shekhar Mishra, Rajesh Gupta, Sachin Kumar Multimed Tools Appl 1218: Engineering Tools and Applications in Medical Imaging During medical picture transmission, the most pressing concern is security. Medical images must be encrypted since they are extremely sensitive. Watermarking, digital fingerprinting/signature, and encoding are some of the available image security techniques. Images and movies, for example, must be highly encrypted and decoded without losing any content information. Medical photos, for example, require extra protection, and protecting medical images is a critical issue when medical images and related patient information are transferred over public networks. This research work proposes a visual encryption strategy to secure medical pictures before being transmitted or stored in the cloud. This technique makes such pictures of unauthorized people unavailable and also maintains confidentiality, a prime safety requirement. The process made use of a pixel shuffling-based encryption technique and a secret key created from the image. In this research, we encrypted the medical image using modified Arnold Map Encryption and generated secret key values. Therefore, the image is encrypted, and henceforth it is decrypted as well. So this work gave us the encrypted image and decrypted image/original image as well. The modified Arnold Map Encryption tries to add more randomness, thus increasing the entropy of the image and thus makes it harder to decrypt. The modified Arnold Map Encryption is also compared to other algorithms such as Hyper Chaotic, Secure Hash Algorithm-13 (SHA-13), Ten Logistic Maps, Bakers Map, HenonMap, Cross Chaos Map, and 2D Logistic Map and shows better results in terms of encryption speed and Number of Pixel Change Rate (NPCR) value. Springer US 2022-07-26 2022 /pmc/articles/PMC9314533/ /pubmed/35912061 http://dx.doi.org/10.1007/s11042-022-13546-z Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 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 1218: Engineering Tools and Applications in Medical Imaging
Kumar, Vinod
Pathak, Vinay
Badal, Neelendra
Pandey, Purnendu Shekhar
Mishra, Rajesh
Gupta, Sachin Kumar
Complex entropy based encryption and decryption technique for securing medical images
title Complex entropy based encryption and decryption technique for securing medical images
title_full Complex entropy based encryption and decryption technique for securing medical images
title_fullStr Complex entropy based encryption and decryption technique for securing medical images
title_full_unstemmed Complex entropy based encryption and decryption technique for securing medical images
title_short Complex entropy based encryption and decryption technique for securing medical images
title_sort complex entropy based encryption and decryption technique for securing medical images
topic 1218: Engineering Tools and Applications in Medical Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9314533/
https://www.ncbi.nlm.nih.gov/pubmed/35912061
http://dx.doi.org/10.1007/s11042-022-13546-z
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