Chaotic coyote optimization algorithm for image encryption and steganography

被引:0
作者
Huawei Tong
Tianyou Li
Youyun Xu
Xinzhong Su
Guopeng Qiao
机构
[1] Nanjing University of Posts and Telecommunications,College of Telecommunications and Information Engineering
[2] National Engineering Research Center of Communications & Networking,undefined
来源
Multimedia Tools and Applications | 2024年 / 83卷
关键词
Metaheuristic; Encryption; Steganography; Image processing; Information security;
D O I
暂无
中图分类号
学科分类号
摘要
It is significant to ensure the communication networks and information security, and balancing simplicity and complexity is still a real issue that is the key to improve the effectiveness of a scheme in many applications scenarios.Current researches focusing on the security of digital images and putting barriers to protect sensitive data still have room for improvement. Herein,the aim of this paper is twofold. Firstly, we propose a color image encryption method by utilizing Chaotic Coyote Optimization Algorithm to solve the key selection problem for minimizing the correlation between adjacent pixels of the cipher image, where three color channels are processed to enhance its security against various attacks. Secondly, we design a color image Steganography scheme that has ability to defend common types of the image attacks. In the design stage of embedding, the Chaotic Coyote Optimization Algorithm and a special designed strategy are implemented together to handle the problem of location selection to lower the distortion in all components of the embedded image. According to the simulation results, the proposed image encryption method is efficient and robust considering the performance indexes: correlation coefficient, information entropy, number of pixels change rate, unified average changing intensity, and histogram. Meanwhile, the image Steganography approach also provides satisfying effect compared with other methods in the literature, based on indicators of peak signal-to-noise ratio and structural similarity.
引用
收藏
页码:20861 / 20887
页数:26
相关论文
共 153 条
[1]  
Abd El-Latif AA(2018)Efficient Quantum Information Hiding for Remote Medical Image Sharing IEEE access : practical innovations, open solutions 6 21075-21083
[2]  
Abd-El-Atty B(2019)A new hybrid digital chaotic system with applications in image encryption Signal Processing 160 45-58
[3]  
Hossain MS(2017)Secure and Imperceptible Digital Image Steganographic Algorithm Based on Diamond Encoding in DWT Domain Multimedia Tools and Applications 76 18451-18472
[4]  
Rahman MA(2022)An Approach for Attaining Content Confidentiality on Medical Images Through Image Encryption with Steganography Wireless Personal Communications 127 979-995
[5]  
Alamri A(2019)Deep Residual Network for Steganalysis of Digital Images IEEE Transactions on Information Forensics and Security 14 1181-1193
[6]  
Gupta BB(2019)A color image cryptosystem based on dynamic DNA encryption and chaos Signal Processing 155 44-62
[7]  
Alawida M(2019)Encryption-Then-Compression Systems Using Grayscale-Based Image Encryption for JPEG Images IEEE Transactions on Information Forensics and Security 14 1515-1525
[8]  
Samsudin A(2021)Steganography and Steganalysis (in digital forensics): a Cybersecurity guide Multimedia Tools and Applications 80 5723-5771
[9]  
Teh JS(2021)An Efficient Machine Learning Approach to Nephrology through Iris Recognition Discover Artificial Intelligence 1 10-26950
[10]  
Alkhawaldeh RS(2020)A modified method for image encryption based on chaotic map and genetic algorithm Multimedia Tools and Applications 79 26927-1618