基于双驼峰和分数逻辑映射的生物医学图像加密

Samar M. Ismail, L. Said, A. Rezk, A. Radwan, A. Madian, M. F. A. El-Yazeed, A. Soliman
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引用次数: 24

摘要

提出了一种适用于生物医学应用的安全的高灵敏度图像加密系统。该系统的伪随机数生成器基于两个离散逻辑映射。所使用的映射是:双驼峰逻辑映射和分数阶逻辑映射。映射参数和初始条件的混合为构造更有效的加密密钥提供了多种方法。介绍了不同的分析方法来衡量所提出的加密系统的性能,如:直方图分析,相关系数,MAE, NPCR以及UACI测量。该加密系统对逻辑映射参数的±0.001%的扰动高度敏感。该系统在膝盖核磁共振成像和肺部x光片的医学图像上进行了测试。
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Biomedical image encryption based on double-humped and fractional logistic maps
This paper presents a secured highly sensitive image encryption system suitable for biomedical applications. The pseudo random number generator of the presented system is based on two discrete logistic maps. The employed maps are: the double humped logistic map as well as the fractional order logistic map. The mixing of the map parameters and the initial conditions x0, offers a great variety for constructing more efficient encryption keys. Different analyses are introduced to measure the performance of the proposed encryption system such as: histogram analysis, correlation coefficients, MAE, NPCR as well as UACI measurements. The encryption system is proven to be highly sensitive to ±0.001% perturbation of the logistic maps parameters. The system is tested on medical images of knee MRI and a lung X-rays.
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