Study on Image Encryption Algorithm Based on Logistic Chaotic System

AbstractIn this paper, a novel image encryption algorithm based on the Once Forward Long Short Term Memory Structure (OF-LSTMS) and the Two-Dimensional Coupled Map Lattice (2DCML) fractional-order chaotic system is proposed. The original image is divided into several image blocks, each of which is input into the OF-LSTMS as a pixel sub-sequence. According to the chaotic sequences generated by the 2DCML fractional-order chaotic system, the parameters of the input gate, output gate and memory unit of the OF-LSTMS are initialized, and the pixel positions are changed at the same time of changing the pixel values, achieving the synchronization of permutation and diffusion operations, which greatly improves the efficiency of image encryption and reduces the time consumption. In addition the 2DCML fractional-order chaotic system has better chaotic ergodicity and the values of chaotic sequences are larger than the traditional chaotic system. Therefore, it is very suitable to image encryption. Many simulation results show that the proposed scheme has higher security and efficiency comparing with previous schemes.

Download Full-text

Image encryption algorithm based on a new combined chaotic system

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) ◽

10.1109/icsmc.2012.6378120 ◽

2012 ◽

Cited By ~ 4

Author(s):

C.L. Philip Chen ◽

Tong Zhang ◽

Yicong Zhou

Keyword(s):

Image Encryption ◽

Chaotic System ◽

Encryption Algorithm ◽

Image Encryption Algorithm

Download Full-text

Dynamic Analysis and Cryptographic Application of a Sinusoidal-polynomial Composite Chaotic System

10.21203/rs.3.rs-697808/v1 ◽

2021 ◽

Author(s):

Hegui Zhu ◽

Jiangxia Ge ◽

Wentao Qi ◽

Xiangde Zhang ◽

Xiaoxiong Lu

Keyword(s):

Image Encryption ◽

Chaotic System ◽

Chaotic Behavior ◽

Initial Conditions ◽

Encryption Algorithm ◽

Topological Transitivity ◽

Detailed Simulation ◽

Definition Of ◽

Image Encryption Algorithm ◽

Sensitivity To Initial Conditions

Abstract Owning to complex properties of ergodicity, non-periodic ability and sensitivity to initial states, chaotic systems are widely used in cryptography. In this paper, we propose a sinusoidal--polynomial composite chaotic system (SPCCS), and prove that it satisfies Devaney's definition of chaos: the sensitivity to initial conditions, topological transitivity and density of periodic points. The experimental results show that the SPCCS has better unpredictability and more complex chaotic behavior than the classical chaotic maps. Furthermore, we provide a new image encryption algorithm combining pixel segmentation operation, block chaotic matrix confusing operation, and pixel diffusion operation with the SPCCS. Detailed simulation results verify effectiveness of the proposed image encryption algorithm.

Download Full-text

Remote-Sensing Image Encryption Algorithm Using the Advanced Encryption Standard

Applied Sciences ◽

10.3390/app8091540 ◽

2018 ◽

Vol 8 (9) ◽

pp. 1540 ◽

Cited By ~ 3

Author(s):

Xiaoqiang Zhang ◽

Xuesong Wang

Keyword(s):

Remote Sensing ◽

Image Encryption ◽

Chaotic System ◽

Remote Sensing Image ◽

Encryption Algorithm ◽

Advanced Encryption Standard ◽

Remote Sensing Images ◽

Simulation Data ◽

Content Security ◽

Image Encryption Algorithm

With the increasing use of multimedia in communications, the content security of remote-sensing images attracts much attention in both the academia and industry. The Advanced Encryption Standard (AES) is a famous symmetric cryptosystem. A symmetric remote-sensing image encryption algorithm using AES is presented. Firstly, to reduce the encryption times, the sender groups 16 pixel values together, and converts them into big integers; secondly, the sender encrypts big integers with AES and the chaotic system; finally, the encrypted image is obtained from encrypted big integers. Simulation data show that our algorithm exhibits both the high security and efficiency.

Download Full-text