利用基于 DNA 的隐写术和混沌函数在智能医疗系统中保护隐私

Habib Esmaeelzadeh Rostam, Homayun Motameni, R. Enayatifar
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引用次数: 0

摘要

智能医疗系统是基于物联网的应用之一,如今已得到越来越多的应用。该系统的要求之一是保护隐私,防止病历内容泄露。本文提出了一种混沌函数和基于 DNA 的新型隐写方法,并结合图像阻断技术来保护病人的隐私。首先,对图像进行分块,利用块的中心获得混沌函数的初始密钥。然后将数据和图像转化为 DNA 序列。最后,将随机选择的 DNA 数据链中的一条与随机选择的一个区块的中心进行 XOR,并将其放置在区块的一个像素点上。不单独发送初始密钥以生成随机数,以及随机选择秘密数据比特和图像像素进行隐写,提高了所提方法的安全性。仿真结果不仅表明了偷窃图像的质量,而且还显示了拟议方法比现有方法更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Privacy‐preserving in the smart healthcare system using steganography and chaotic functions based on DNA
The smart healthcare system is one of the Internet of Things‐based applications that are increasingly used nowadays. One of the requirements of this system is privacy‐preserving, which should protect the disclosure of the patient record contents. In the present paper, a combination of chaotic functions and a new DNA‐based steganography method, and image blocking are suggested to protect patients' privacy‐preserving. First, the image is blocked, and the initial key for the chaotic function will be gained by using the centers of the blocks. Then the data and image are transformed into DNA sequences. Finally, one of the randomly chosen DNA strands of data is XOR with the center of one randomly selected block and will be placed in one of the block pixels. The failure to send the initial key separately to generate random numbers, as well as the random selection of secret data bits and image pixels for steganography has increased the security of the proposed method. The simulation results not only indicate the quality of the stego‐image but also show better performance of the proposed method than the existing methods.
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