Random Color Image Encryption Using the Genetic Algorithm
نویسندگان
چکیده
This paper implements a combined pseudo-random sequence generator based on neural networks and chaotic, random variable color images an algorithm for chaotic encryption, secure image storage, transmission. The that controls the operation of encryption algorithm: arrangement pixel positions, use AES to achieve creation algorithms, by dynamically updating control parameters numbers increase generated randomness using simulation MATLAB getting output. function's iteration networks. experimental results are presented in form correlation coefficient security analysis prove effectiveness proposed chaos-based ANN encryption.
منابع مشابه
Image Encryption by using Modified Genetic Algorithm
Security of multimedia data is an imperative issue because of fast evolution of digital data exchanges over unsecured network. With the progress in data exchange by the electronic system, we need to secure information. In this paper 128 bit image encryption is used for securing the image. Many security issues are also concern with this exchange and sharing of information. These may be authentic...
متن کاملCompression and Encryption Using SCAN MIE – Mirror - like Image Encryption CIE – Chaotic Image Encryption VQ - A New Encryption Algorithm for Image Cryptosystems DRP - Color Image Encryption Using Double Random
With the fast progression of data exchange in electronic way, information security is becoming more important in data storage and transmission. Because of widely using images in industrial process, it is important to protect the confidential image data from unauthorized access. In this paper, we analyzed current image encryption algorithms and compression is added for two of them (Mirror-like i...
متن کاملKey Generation Using Genetic Algorithm for Image Encryption
Cryptography is essential for protecting information as the importance of security is increasing day by day with the advent of online transaction processing and e commerce. Now a day the security of digital images are major area of concern, especially when we deal with digital images where it may be stored or send through the communication channel. Genetic algorithms are a class of optimization...
متن کاملA Novel Image Encryption Model Based on Hybridization of Genetic Algorithm, Chaos Theory and Lattice Map
Encryption is an important issue in information security which is usually provided using a reversible mathematical model. Digital image as a most frequently used digital product needs special encryption algorithms. This paper presents a new encryption algorithm high security for digital gray images using genetic algorithm and Lattice Map function. At the first the initial value of Logistic Map ...
متن کاملColor Image Enhancement Using Steady State Genetic Algorithm
The purpose of this paper is to enhance the colored images using the enhancement developed steady state genetic algorithm, SSGA, with modified fitness function to get more accurate result and less noise. In this paper the Hue Saturation Intensity (HSV) color model will be used, after enhance the S, H and V components the transformation will be made to RGB color model. We have developed three mo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Malaysian Journal of Fundamental and Applied Sciences
سال: 2023
ISSN: ['2289-5981', '2289-599X']
DOI: https://doi.org/10.11113/mjfas.v19n3.2907