Enhancing Internet of Things communications: Development of a new S-box and multi-layer encryption framework

IF 6.1 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of King Saud University-Computer and Information Sciences Pub Date : 2024-12-01 Epub Date: 2024-12-11 DOI:10.1016/j.jksuci.2024.102265
Adel R. Alharbi , Amer Aljaedi , Abdullah Aljuhni , Moahd K. Alghuson , Hussain Aldawood , Sajjad Shaukat Jamal , Tariq Shah
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Abstract

The growth of IoT applications has revolutionized sectors like security and home automation but raised concerns about data breaches due to device limitations. This research proposes a novel substitution box and cryptographic scheme designed to secure data transmission in IoT devices like smartphones and smartwatches. The proposed research has two phases: (I) generation of a substitution box (S-box) which is proposed by dividing phase space into 256 regions (0–255) using a random initial value and control parameter for the Piecewise Linear Chaotic Map (PWLCM), iterated multiple times, and (ii) a new encryption scheme, which is proposed by employing advanced cryptographic techniques such as bit-plane extraction, diffusion, and a three-stage scrambling process (multiround, multilayer, and recursive). Scrambled data is substituted using multiple S-boxes, followed by XOR operations with random image bit-planes to generate pre-ciphertext. Finally, quantum encryption operations, including Hadamard, CNOT, and phase gates, are applied to produce the fully encrypted image. The research evaluates the robustness of the proposed S-box and encryption scheme through experimental analyses, including nonlinearity, strict avalanche criterion (SAC), linear approximation probability (LAP), bit independence criterion (BIC), key space, entropy, correlation, energy, and histogram variance. The proposed approach demonstrates an impressive statistical performance with key metrics such as nonlinearity of 108.75, SAC of 0.5010, LAP of 0.0903, BIC of 110.65, a key space exceeding 2100, entropy of 7.9998, correlation of 0.0001, and energy of 0.0157. Furthermore, the proposed encryption scheme can encrypt a plaintext image of size 256 × 256 within one second which demonstrates its suitability for IoT devices that require fast computation.
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加强物联网通信:开发新的 S-box 和多层加密框架
物联网应用的增长彻底改变了安全和家庭自动化等领域,但由于设备限制,引发了对数据泄露的担忧。本研究提出了一种新的替代盒和加密方案,旨在保护智能手机和智能手表等物联网设备中的数据传输。提出的研究分为两个阶段:(I)通过对分段线性混沌映射(PWLCM)使用随机初始值和控制参数将相空间划分为256个区域(0-255)来生成替换盒(S-box),并进行多次迭代;(ii)采用位平面提取、扩散和三阶段置乱过程(多轮、多层和递归)等高级密码技术提出新的加密方案。打乱后的数据使用多个s盒替换,然后使用随机图像位平面进行异或操作以生成前密文。最后,量子加密操作,包括Hadamard, CNOT和相位门,被应用于产生完全加密的图像。通过非线性、严格雪崩准则(SAC)、线性近似概率(LAP)、位无关准则(BIC)、密钥空间、熵、相关性、能量和直方图方差等实验分析,对s盒和加密方案的鲁棒性进行了评价。该方法的关键指标非线性为108.75,SAC为0.5010,LAP为0.0903,BIC为110.65,键空间超过2100,熵为7.9998,相关系数为0.0001,能量为0.0157,具有良好的统计性能。此外,所提出的加密方案可以在一秒钟内加密大小为256 × 256的明文图像,这表明它适合需要快速计算的物联网设备。
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来源期刊
CiteScore
10.50
自引率
8.70%
发文量
656
审稿时长
29 days
期刊介绍: In 2022 the Journal of King Saud University - Computer and Information Sciences will become an author paid open access journal. Authors who submit their manuscript after October 31st 2021 will be asked to pay an Article Processing Charge (APC) after acceptance of their paper to make their work immediately, permanently, and freely accessible to all. The Journal of King Saud University Computer and Information Sciences is a refereed, international journal that covers all aspects of both foundations of computer and its practical applications.
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