Performance Analysis of Encryption and Decryption Using Chaotic Neural Network

Authors

  • Nithyashree S Assistant Professor, Dr. AIT, Bangalore.
  • S. Karthik

DOI:

https://doi.org/10.37591/joipprp.v6i3.2301

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.

Downloads

Published

2019-12-30

Issue

Vol. 6 No. 3 (2019)

Section

Research Articles

License

Declaration and Copyright Transfer Form

(to be completed by authors)

I/ We, the undersigned author(s) of the submitted manuscript, hereby declare, that the above manuscript which is submitted for publication in the STM Journals(s), is not published already in part or whole (except in the form of abstract) in any journal or magazine for private or public circulation, and, is not under consideration of publication elsewhere.

  • I/We will not withdraw the manuscript after 1 week of submission as I have read the Author Guidelines and will adhere to the guidelines.
  • I/We Author(s ) have niether given nor will give this manuscript elsewhere for publishing after submitting in STM Journal(s).
  • I/ We have read the original version of the manuscript and am/ are responsible for the thought contents embodied in it. The work dealt in the manuscript is my/ our own, and my/ our individual contribution to this work is significant enough to qualify for authorship.
  •  I/We also agree to the authorship of the article in the following order:

Author’s name                                    

 

1. ________________

2. ________________

3. ________________

4. ________________

 

We  Author(s) tick this box and would request you to consider it as our signature as we agree to the terms of this Copyright Notice, which will apply to this submission if and when it is published by this journal.