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Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller
In this paper, a chaos-based encryption/decryption scheme using a novel memristive Chua oscillator to protect medical images is presented. The novel Chua oscillator is constructed by using the active voltage memristor in the nonlinear branch of the Chua oscillator. The chaotic dynamics behaviors are...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9983548/ http://dx.doi.org/10.1007/s13538-023-01268-y |
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author | Jeatsa Kitio, Gabin Djomo Fanda, Alain Kemlenack Feulefack, Idriss Rochinel Mboupda Pone, Justin Roger Kengne, Romanic Tiedeu, Alain |
author_facet | Jeatsa Kitio, Gabin Djomo Fanda, Alain Kemlenack Feulefack, Idriss Rochinel Mboupda Pone, Justin Roger Kengne, Romanic Tiedeu, Alain |
author_sort | Jeatsa Kitio, Gabin |
collection | PubMed |
description | In this paper, a chaos-based encryption/decryption scheme using a novel memristive Chua oscillator to protect medical images is presented. The novel Chua oscillator is constructed by using the active voltage memristor in the nonlinear branch of the Chua oscillator. The chaotic dynamics behaviors are investigated using 1-D, 2-D bifurcation diagrams, time traces, basin of attractions, and largest Lyapunov exponent plot. The study reveals that the novel memristive Chua oscillator exhibits versatile transitions to chaos with interesting dynamics like multistability, spiking, and bursting oscillations just to name a few. These remarkable features are experimentally confirmed by a laboratory microcontroller-based setup. Thereafter, a chaos-based cryptography algorithm designed for biomedical images is built using pseudorandom number generated from the oscillator. The robustness and security tests undergone by the algorithm yielded high sensitivity on the encryption keys and resisted noise contamination as well as data loss. These results are encouraging and prove that the chaos-based cryptosystem built with the memristive Chua circuit–generated pseudorandom number is suitable for securing images in a healthcare system. |
format | Online Article Text |
id | pubmed-9983548 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-99835482023-03-03 Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller Jeatsa Kitio, Gabin Djomo Fanda, Alain Kemlenack Feulefack, Idriss Rochinel Mboupda Pone, Justin Roger Kengne, Romanic Tiedeu, Alain Braz J Phys General and Applied Physics In this paper, a chaos-based encryption/decryption scheme using a novel memristive Chua oscillator to protect medical images is presented. The novel Chua oscillator is constructed by using the active voltage memristor in the nonlinear branch of the Chua oscillator. The chaotic dynamics behaviors are investigated using 1-D, 2-D bifurcation diagrams, time traces, basin of attractions, and largest Lyapunov exponent plot. The study reveals that the novel memristive Chua oscillator exhibits versatile transitions to chaos with interesting dynamics like multistability, spiking, and bursting oscillations just to name a few. These remarkable features are experimentally confirmed by a laboratory microcontroller-based setup. Thereafter, a chaos-based cryptography algorithm designed for biomedical images is built using pseudorandom number generated from the oscillator. The robustness and security tests undergone by the algorithm yielded high sensitivity on the encryption keys and resisted noise contamination as well as data loss. These results are encouraging and prove that the chaos-based cryptosystem built with the memristive Chua circuit–generated pseudorandom number is suitable for securing images in a healthcare system. Springer US 2023-03-03 2023 /pmc/articles/PMC9983548/ http://dx.doi.org/10.1007/s13538-023-01268-y Text en © The Author(s) under exclusive licence to Sociedade Brasileira de Física 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 | General and Applied Physics Jeatsa Kitio, Gabin Djomo Fanda, Alain Kemlenack Feulefack, Idriss Rochinel Mboupda Pone, Justin Roger Kengne, Romanic Tiedeu, Alain Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title | Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title_full | Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title_fullStr | Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title_full_unstemmed | Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title_short | Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller |
title_sort | biomedical image encryption with a novel memristive chua oscillator embedded in a microcontroller |
topic | General and Applied Physics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9983548/ http://dx.doi.org/10.1007/s13538-023-01268-y |
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