A Data Security Model for Mobile Ad Hoc Network Using Linear Function Mayfly Advanced Encryption Standard

O. Olaniyan, A. Olusesi, B. Omodunbi, W. Wahab, Olusogo Julius Adetunji, Bamidele Musiliu Olukoya
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Abstract

Mobile Ad Hoc network (MANET) is a connection of mobile nodes that are joined together to communicate and share information using a wireless link.Some of the MANET in use include mobile smart phones, laptops, personal digital assistant (PDAs), among others.However, MANET has been known for the major challenge of being vulnerable to malicious attacks within the network. One of the techniques which have been used by several research works is the cryptographic approach using advanced encryption technique (AES). AES has been found suitable in the MANET domain because it does not take much space in mobile nodes which are known for their limited space resources. But one of the challenges facing AES which has not been given much attention is the optimal generation of its secret keys. So, therefore, this research work presents a symmetric cryptography technique by developing a model for the optimal generation of secret keys in AES using the linear function mayfly AES (LFM-AES) algorithm. The developed model was simulated in MATLAB 2020 programming environment. LFM-AES was compared with mayfly-AES, particle swarm optimization AES (PSO-AES) using encryption time, computational time, encryption throughput, and mean square error. The simulation results showed that LFM-AES has lower encryption, computational, mean square error, and higher encryption throughput. Keywords-- MANET, Data Security, Key Management, LFM-AES, Mayfly-AES, PSO-AES, AES
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基于线性函数Mayfly高级加密标准的移动自组网数据安全模型
移动自组织网络(MANET)是一种移动节点的连接,这些移动节点通过无线链路连接在一起进行通信和共享信息。一些正在使用的MANET包括移动智能手机、笔记本电脑、个人数字助理(pda)等。然而,MANET一直以易受网络内恶意攻击的主要挑战而闻名。其中一种已经被一些研究工作使用的技术是使用高级加密技术(AES)的密码学方法。AES已被发现适合于MANET域,因为它在以其有限的空间资源而闻名的移动节点中不占用太多空间。但是AES面临的挑战之一是其密钥的最优生成,这一问题一直没有得到足够的重视。因此,本研究提出了一种对称密码技术,通过使用线性函数蜉蝣AES (LFM-AES)算法开发AES中密钥的最佳生成模型。在MATLAB 2020编程环境下对所建立的模型进行了仿真。从加密时间、计算时间、加密吞吐量和均方误差等方面比较了LFM-AES与蜉蝣-AES、粒子群优化AES (PSO-AES)。仿真结果表明,LFM-AES具有较低的加密、计算误差、均方误差和较高的加密吞吐量。关键词:MANET,数据安全,密钥管理,LFM-AES, Mayfly-AES, PSO-AES, AES
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