Performance Analysis of Encryption and Decryption Using Chaotic Neural Network

Abstract

Abstract: A neural network is a machine that is designed to model the way in which the brain performs a task or function of interest. It has the ability to perform complex computations with ease. The goal of this task was to examine the utilization of artificial neural networks (ANNs) in different sorts of digital circuits just as in the field of cryptography. During our project, we have studied chaotic neural network (CNN) and 1-D logistic algorithm. Using a chaotic sequence, weights and biases are determined. Two keys are used and cryptography is achieved by a CNN having its weights given by a chaotic sequence.

Keywords: Chaotic sequence, ANN, cryptography

Cite this Article: Nithyashree S., S. Karthik. Performance Analysis of Encryption and Decryption using Chaotic Neural Network. Journal of Image Processing & Pattern Recognition Progress. 2019; 6(3): 8–11p.