Data compression and encryption using cellular automata transforms

O. Lafe
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引用次数: 106

Abstract

A family of basis functions, generated from the evolving states of cellular automata (CA), is used to compress and encrypt data. The operations required in encoding and decoding the data are described under the umbrella cellular automata transforms (CAT). There is a huge number of these transform bases. CAT which can be used in the way other mathematical transforms (e.g. Fourier, Discrete Cosine, Laplace, Wavelet, etc.) are utilized. In data compression applications, the rules and pertinent keys used to generate the CA are selected in favour of those which yield basis functions with the best information packing characteristics. On the other hand, for encryption the selection is biased towards those with the tendency to yield an avalanche effect. In the latter case the transform process must be error free.
使用元胞自动机变换的数据压缩和加密
利用元胞自动机(CA)的演化状态生成的一组基函数对数据进行压缩和加密。编码和解码数据所需的操作在元胞自动机变换(CAT)的框架下进行描述。有很多这样的变换基。CAT可以像其他数学变换(如傅立叶变换、离散余弦变换、拉普拉斯变换、小波变换等)一样被使用。在数据压缩应用中,用于生成CA的规则和相关密钥被选择为那些产生具有最佳信息打包特征的基函数。另一方面,对于加密,选择偏向于那些倾向于产生雪崩效应的人。在后一种情况下,转换过程必须没有错误。
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