Biomedical Image Encryption with a Novel Memristive Chua Oscillator Embedded in a Microcontroller

IF 1.5 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Gabin Jeatsa Kitio, Alain Djomo Fanda, Idriss Rochinel Kemlenack Feulefack, Justin Roger Mboupda Pone, Romanic Kengne, Alain Tiedeu
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引用次数: 3

Abstract

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.

一种嵌入微控制器的新型记忆蔡氏振荡器的生物医学图像加密
提出了一种基于混沌的医学图像加密/解密方案,该方案采用一种新的记忆蔡氏振荡器来保护医学图像。在蔡氏振荡器的非线性支路中加入有源电压忆阻器,构造了一种新型蔡氏振荡器。利用一维、二维分岔图、时间轨迹、引力盆地和最大Lyapunov指数图研究了混沌动力学行为。该研究表明,新型记忆蔡氏振荡器具有多种向混沌的过渡,具有有趣的动力学,如多稳定性,尖峰振荡和爆裂振荡,仅举几例。这些显著的特点是由实验室微控制器为基础的设置实验证实。然后,利用振荡器产生的伪随机数建立了一种基于混沌的生物医学图像加密算法。经过鲁棒性和安全性测试,该算法对加密密钥具有较高的灵敏度,能够抵抗噪声污染和数据丢失。这些结果令人鼓舞,并证明了用记忆Chua电路生成的伪随机数构建的基于混沌的密码系统适用于医疗保健系统中的图像安全。
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来源期刊
Brazilian Journal of Physics
Brazilian Journal of Physics 物理-物理:综合
CiteScore
2.50
自引率
6.20%
发文量
189
审稿时长
6.0 months
期刊介绍: The Brazilian Journal of Physics is a peer-reviewed international journal published by the Brazilian Physical Society (SBF). The journal publishes new and original research results from all areas of physics, obtained in Brazil and from anywhere else in the world. Contents include theoretical, practical and experimental papers as well as high-quality review papers. Submissions should follow the generally accepted structure for journal articles with basic elements: title, abstract, introduction, results, conclusions, and references.
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