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一种基于可变维混沌映射的多模式医学图像加密算法。

A variable dimensional chaotic map-based medical image encryption algorithm with multi-mode.

作者信息

Zhang Bin, Rahmatullah Bahbibi, Wang Shir Li, Almutairi Haifa Matar, Xiao Yan, Liu Xinjuan, Liu Zhaoyan

机构信息

School of Computer Science, Baoji University of Arts and Sciences, Baoji, China.

Data Intelligence and Knowledge Management (DILIGENT), Faculty of Computing and Meta-Technology, Sultan Idris Education University (UPSI), Tanjong Malim, Perak, Malaysia.

出版信息

Med Biol Eng Comput. 2023 Nov;61(11):2971-3002. doi: 10.1007/s11517-023-02874-3. Epub 2023 Aug 5.

Abstract

Since the COVID-19 pandemic, telemedicine or non-face-to-face medicine has increased significantly. In practice, various types of medical images are essential to achieve effective telemedicine. Medical image encryption algorithms play an irreplaceable role in the fast and secure transmission and storage of these medical images. However, most of the existing medical image encryption algorithms are full encryption algorithms, which are inefficient and time-consuming, so they are not suitable for emergency medical scenarios. To improve the efficiency of encryption, a small number of works have focused on partial or selective encryption algorithms for medical images, in which different levels of encryption strategies were adopted for different information content regions of medical images. However, these encryption algorithms have inadequate security more or less. In this paper, based on the Logistic map, we designed an improved variable dimension map. Then, an encryption algorithm for medical images was proposed based on it. This algorithm has two modes: (1) full encryption mode and (2) semi-full encryption mode, which can better adapt to different medical scenarios, respectively. In full encryption mode, all pixels of medical images are encrypted by using the confusion-diffusion structure. In semi-full encryption mode, the region of interest of medical images is extracted. The confusion was first adopted to encrypt the region of interest, and then, the diffusion was adopted to encrypt the entire image. In addition, no matter which encryption mode is used, the algorithm provides the function of medical image integrity verification. The proposed algorithm was simulated and analyzed to evaluate its effectiveness. The results show that in semi-full encryption mode, the algorithm has good security performance and lower time consumption; while in full encryption mode, the algorithm has better security performance and is acceptable in time.

摘要

自新冠疫情以来,远程医疗或非面对面医疗显著增加。在实际应用中,各类医学图像对于实现有效的远程医疗至关重要。医学图像加密算法在这些医学图像的快速安全传输与存储中发挥着不可替代的作用。然而,现有的大多数医学图像加密算法都是全加密算法,效率低下且耗时,因此不适用于紧急医疗场景。为提高加密效率,少数研究致力于医学图像的部分或选择性加密算法,其中针对医学图像的不同信息内容区域采用了不同级别的加密策略。然而,这些加密算法或多或少都存在安全性不足的问题。本文基于逻辑斯谛映射设计了一种改进的变维映射。然后,在此基础上提出了一种医学图像加密算法。该算法有两种模式:(1)全加密模式和(2)半全加密模式,可分别更好地适应不同的医疗场景。在全加密模式下,利用混淆扩散结构对医学图像的所有像素进行加密。在半全加密模式下,提取医学图像的感兴趣区域。首先采用混淆对感兴趣区域进行加密,然后采用扩散对整个图像进行加密。此外,无论使用哪种加密模式,该算法都提供医学图像完整性验证功能。对所提算法进行了仿真分析以评估其有效性。结果表明,在半全加密模式下,该算法具有良好的安全性能且时间消耗较低;而在全加密模式下,该算法具有更好的安全性能且时间消耗可接受。

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