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首页> 外文期刊>Journal of ambient intelligence and humanized computing >IECA: an efficient IoT friendly image encryption technique using programmable cellular automata
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IECA: an efficient IoT friendly image encryption technique using programmable cellular automata

机译:IECA:使用可编程蜂窝自动机的高效IOT友好的图像加密技术

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摘要

Digital images play a vital role in multimedia communications in the modern era. With the advent of internet-of-things (IoT) applications, multimedia transfers are happening at a rapid pace. However, providing security to these data is essential if the data is sensitive. It is a challenging task in case of IoT applications due to the limitations of the sensors in terms of memory and computational efficiency. Therefore, conventional ciphers cannot be applied in the IoT devices. However, cellular automata (CA) can be used in this resource-constrained environment for providing security to the IoT devices, as it is inherently capable of creating complex patterns and pseudo-random sequences. It is also easy to implement in hardware. In this work, an IoT friendly programmable cellular automata (PCA) based block cipher called IECA is proposed. Further, randomness in the generated cipher-image has been tested using various statistical testings present in NIST test suite and DIEHARD test suite. The test results show that IECA generates high degree of randomness in the produced cipher-image. In addition to this, correlation, entropy and differential analysis of the proposed scheme justifies the robustness against different types of attacks. Experimental results show the efficiency of IECA as compared to the existing block ciphers.
机译:数字图像在现代时代的多媒体通信中发挥着至关重要的作用。随着互联网(物联网)应用程序的出现,多媒体传输正在快速运转。但是,如果数据敏感,则为这些数据提供安全性。由于传感器在内存和计算效率方面的局限性,这是一个具有挑战性的任务。因此,传统的密码不能应用于物联网设备中。然而,蜂窝自动机(CA)可用于该资源受限环境,用于向IOT设备提供安全性,因为它固有地能够创建复杂的模式和伪随机序列。在硬件中也很容易实现。在这项工作中,提出了一种名为IECA的基于IOT友好的可编程蜂窝自动机(PCA)的块密码。此外,已经使用NIST测试套件和Diehard Test Suite中存在的各种统计测试测试了所生成的密码图像中的随机性。测试结果表明,IECA在所产生的密码图像中产生高度的随机性。除此之外,所提出的方案的相关性,熵和差分分析证明了对不同类型攻击的鲁棒性。实验结果显示与现有块密码相比IECA的效率。

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