结合四维超混沌系统和位分解的图像加密算法研究 |
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引用本文: | 程东升,谭旭,许志良,陈宝文,张运生.结合四维超混沌系统和位分解的图像加密算法研究[J].电子科技大学学报(自然科学版),2018,47(6):906-912. |
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作者姓名: | 程东升 谭旭 许志良 陈宝文 张运生 |
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作者单位: | 深圳信息职业技术学院软件学院 广东 深圳 518172 |
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基金项目: | 广东省自然科学基金2015A030313373 |
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摘 要: | 该文针对数字图像传输的安全性问题,基于四维超混沌系统,提出一种新的位级图像加密算法.首先对四维超混沌系统生成的混沌序列进行分类处理,得到具有良好性能的伪随机二进制序列。接着对明文图像进行位分解,得到8个位面,分别对高3位和低5位对应的位面进行行列循环移位置乱,并将置乱后的位面嵌入由伪随机二进制序列得到的4个载体矩阵,对4个载体矩阵执行按位异或运算后得到初步密文。最后,再利用伪随机二进制序列产生的扩散矩阵,对初步密文像素执行线性双向扩散,得到最终的加密图像。数值实验和结果分析显示,算法密钥空间大,可以有效抵御暴力穷举、统计分析和差分分析等恶意攻击,具有较高的安全性。同时,算法也具有较好的执行效率。
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关 键 词: | 混沌序列 混沌系统 图像加密 伪随机 置乱 |
收稿时间: | 2017-07-15 |
Image Encryption Algorithm Research by Combining Four Dimensional Hyper-Chaotic System and Bit Decomposition |
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Affiliation: | Department of Software Engineering, Shenzhen Institute of Information and Technology Shenzhen Guangdong 518172 |
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Abstract: | For the transmission security of digital image, a novel bit-level image encryption algorithm is proposed by using a four dimensional (4D) hyper-chaotic system. Firstly, a pseudo-random binary sequence with good performance is obtained by classifying the chaotic sequences generated from the hyper-chaotic system. Then, the plain-image is decomposed into 8 bit-planes, the higher 3 and lower 5 bit-planes are shuffled separately by using circular shift of their rows and columns, and the resulting bit-planes are further embedded into four carrier matrices generated from the pseudo-random sequences. The preliminary cipher-image is obtained by performing exclusive-OR operation on the four carrier matrices. Finally, a linear pixel diffusion in two directions is performed on the preliminary cipher-image by using the diffusion matrix also generated from the binary sequence, after which the final encrypted image is obtained. Experiments and result analysis demonstrate that the algorithm has a high security with large key space and can resist common attacks including brute-force, statistical and differential analysis, etc. Furthermore, it also has a good efficiency. |
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