Chaotic Map based Random Binary Key Sequence Generation

Q1 Mathematics
Vishwas C. G. M., R. Kunte
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引用次数: 0

Abstract

Image encryption is an efficient mechanism by which digital images can be secured during transmission over communication in which key sequence generation plays a vital role. The proposed system consists of stages such as the generation of four chaotic maps, conversion of generated maps to binary vectors, rotation of Linear Feedback Shift Register (LFSR), and selection of generated binary chaotic key sequences from the generated key pool. The novelty of this implementation is to generate binary sequences by selecting from all four chaotic maps viz., Tent, Logistic, Henon, and Arnold Cat map (ACM). LFSR selects chaotic maps to produce random key sequences. Five primitive polynomials of degrees 5, 6, 7, and 8 are considered for the generation of key sequences. Each primitive polynomial generates 61 binary key sequences stored in a binary key pool. All 61 binary key sequences generated are submitted for the NIST and FIPS tests. Performance analysis is carried out of the generated binary key sequences. From the obtained results, it can be concluded that the binary key sequences are random and unpredictable and have a large key space based on the individual and combination of key sequences. Also, the generated binary key sequences can be efficiently utilized for the encryption of digital images.
基于混沌图的随机二进制密钥序列生成
图像加密是一种有效的机制,可在通信传输过程中确保数字图像的安全,其中密钥序列的生成起着至关重要的作用。拟议的系统包括四个阶段,如生成四个混沌图、将生成的混沌图转换为二进制矢量、旋转线性反馈移位寄存器(LFSR)以及从生成的密钥池中选择生成的二进制混沌密钥序列。该实现方法的新颖之处在于通过从所有四个混沌图(即 Tent、Logistic、Henon 和 Arnold Cat 图 (ACM))中进行选择来生成二进制序列。LFSR 通过选择混沌图来生成随机密钥序列。在生成密钥序列时,考虑了 5、6、7 和 8 度的五个基元多项式。每个基元多项式生成 61 个二进制密钥序列,存储在二进制密钥池中。生成的所有 61 个二进制密钥序列都提交给 NIST 和 FIPS 测试。对生成的二进制密钥序列进行了性能分析。从得到的结果可以得出结论,二进制密钥序列是随机的、不可预测的,并且根据密钥序列的单个和组合,具有较大的密钥空间。此外,生成的二进制密钥序列可以有效地用于数字图像加密。
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来源期刊
CiteScore
4.10
自引率
0.00%
发文量
33
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