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A Multi Modular Dynamical Cryptosystem Based on Continuous-Interval Cellular Automata.

机译:基于连续间隔元胞自动机的多模块动态密码系统。

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摘要

This thesis presents a computationally efficient cryptosystem based on chaotic continuous-interval cellular automata (CCA). This cryptosystem increases data protection as demonstrated by its flexibility to encrypt/decrypt information from distinct sources (e.g., text, sound, and images). This cryptosystem has the following enhancements over the previous chaos-based cryptosystems: (i) a mathematical model based on a new chaotic CCA strange attractor, (ii) integration of modules containing dynamical systems to generate complex sequences, (iii) generation of an unlimited number of keys due to the features of chaotic phenomena obtained through CCA, which is an improvement over previous symmetric cryptosystems, and (iv) a high-quality concealment of the cryptosystem strange attractor. Instead of using differential equations, a process of mixing chaotic sequences obtained from CCA is also introduced. As compared to other recent approaches, this mixing process provides a basis to achieve higher security by using a higher degree of complexity for the encryption/decryption processes. This cryptosystem is tested through the following three methods: (i) a stationarity test based on the invariance of the first ten statistical moments, (ii) a polyscale test based on the variance fractal dimension trajectory (VFDT) and the spectral fractal dimension (SFD), and (iii) a surrogate data test. This cryptosystem secures data from distinct sources, while leaving no patterns in the ciphertexts. This cryptosystem is robust in terms of resisting attacks that: (i) identify a chaotic system in the time domain, (ii) reconstruct the chaotic attractor by monitoring the system state variables, (iii) search the system synchronization parameters, (iv) statistical cryptanalysis, and (v) polyscale cryptanalysis.
机译:本文提出了一种基于混沌连续间隔元胞自动机(CCA)的高效计算密码系统。这种加密系统可以灵活地加密/解密来自不同来源(例如文本,声音和图像)的信息,从而提高了数据保护能力。与以前的基于混沌的密码系统相比,此密码系统具有以下增强功能:(i)基于新的混沌CCA奇异吸引子的数学模型;(ii)包含动态系统的模块的集成以生成复杂的序列;(iii)无限生成由于通过CCA获得的混沌现象的特征,密钥数量有所增加,这是对以前的对称密码系统的改进,并且(iv)密码系统奇怪吸引子的高质量隐藏。代替使用微分方程,还引入了混合从CCA获得的混沌序列的过程。与其他最新方法相比,此混合过程为通过对加密/解密过程使用更高程度的复杂性提供了实现更高安全性的基础。通过以下三种方法测试此密码系统:(i)基于前十个统计矩不变性的平稳性测试,(ii)基于方差分形维轨迹(VFDT)和频谱分形维(SFD)的多尺度测试),以及(iii)替代数据测试。该密码系统可保护来自不同来源的数据,同时在密文中不保留任何模式。该密码系统在抵抗以下攻击方面具有鲁棒性:(i)在时域中识别混沌系统;(ii)通过监视系统状态变量来重构混沌吸引子;(iii)搜索系统同步参数;(iv)统计密码分析,以及(v)多尺度密码分析。

著录项

  • 作者单位

    University of Manitoba (Canada).;

  • 授予单位 University of Manitoba (Canada).;
  • 学科 Computer Science.;Artificial Intelligence.;Engineering Electronics and Electrical.
  • 学位 M.Sc.
  • 年度 2013
  • 页码 208 p.
  • 总页数 208
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:41:09

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