Image Encryption Algorithm Based on Plane-Level Image Filtering and Discrete Logarithmic Transform

被引:95
作者
Feng, Wei [1 ]
Zhao, Xiangyu [2 ]
Zhang, Jing [1 ]
Qin, Zhentao [1 ]
Zhang, Junkun [1 ]
He, Yigang [3 ]
机构
[1] Panzhihua Univ, Sch Math & Comp Sci, Panzhihua 617000, Peoples R China
[2] Panzhihua Univ, Sch Elect & Informat Engn, Panzhihua 617000, Peoples R China
[3] Wuhan Univ, Sch Elect Engn & Automat, Wuhan 430072, Peoples R China
基金
中国国家自然科学基金;
关键词
image encryption; cryptanalysis; image filtering; discrete logarithm; security analysis; CHAOS-BASED IMAGE; MAP; TRANSMISSION; SYSTEM; SECURE;
D O I
10.3390/math10152751
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Image encryption is an effective way to protect image data. However, existing image encryption algorithms are still unable to strike a good balance between security and efficiency. To overcome the shortcomings of these algorithms, an image encryption algorithm based on plane-level image filtering and discrete logarithmic transformation (IEA-IF-DLT) is proposed. By utilizing the hash value more rationally, our proposed IEA-IF-DLT avoids the overhead caused by repeated generations of chaotic sequences and further improves the encryption efficiency through plane-level and three-dimensional (3D) encryption operations. Aiming at the problem that common modular addition and XOR operations are subject to differential attacks, IEA-IF-DLT additionally includes discrete logarithmic transformation to boost security. In IEA-IF-DLT, the plain image is first transformed into a 3D image, and then three rounds of plane-level permutation, plane-level pixel filtering, and 3D chaotic image superposition are performed. Next, after a discrete logarithmic transformation, a random pixel swapping is conducted to obtain the cipher image. To demonstrate the superiority of IEA-IF-DLT, we compared it with some state-of-the-art algorithms. The test and analysis results show that IEA-IF-DLT not only has better security performance, but also exhibits significant efficiency advantages.
引用
收藏
页数:24
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