Security Analysis of Lightweight Encryption based on Advanced Encryption Standard for Wireless Sensor Networks

Herman B. Acla, B. Gerardo
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引用次数: 3

Abstract

Data security in Wireless Sensor Networks (WSNs) is very essential. However, because of the design of WSN devices with constrained resources; it is a challenge to develop and implement an encryption algorithm that is secure but will not consume much of the devices limited resources. This paper, presents a lightweight encryption based from Advanced Encryption Standard (AES) - LAES. In the proposed cipher, the MixColumns function of original AES is replaced by a 128-bit permutation to lessen the computational complexity of the algorithm and in order to reduce the resource utilization of the WSN node. During synthesis, results have shown that LAES have lesser device utilization as compared to recent implementation of traditional AES. The security of both LAES and AES were tested using the same sets of data to obtain the avalanche effect. Results have shown that on Plaintext bit flip, LAES obtained an average of 53.0469% which is 4.2969% higher than AES. On key bit flip, LAES obtained an average of 50.9375% which 3.4375% higher than AES. This shows that replacing MixColumns function with 128-bit permutation lessens the resource utilization in the hardware implementation of the encryption algorithm without compromising the security.
基于高级加密标准的无线传感器网络轻量级加密的安全性分析
在无线传感器网络(WSNs)中,数据安全至关重要。然而,由于设计的无线传感器网络设备资源有限;开发和实现一种既安全又不消耗设备有限资源的加密算法是一个挑战。本文提出了一种基于高级加密标准(AES)的轻量级加密方法——LAES。为了降低算法的计算复杂度和降低WSN节点的资源利用率,该算法将原有AES的MixColumns函数替换为128位的排列。在合成过程中,结果表明,与最近实现的传统AES相比,LAES具有更低的器件利用率。使用相同的数据集对LAES和AES的安全性进行了测试,以获得雪崩效应。结果表明,在明文位翻转上,LAES平均获得53.0469%,比AES高4.2969%。在密钥位翻转上,LAES的平均概率为50.9375%,比AES高3.4375%。这表明,用128位置换替换MixColumns函数减少了加密算法的硬件实现中的资源利用率,而不会影响安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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