A chaotic encryption system using PCA neural networks

Author

Fei, Xiao ; Liu, Guisong ; Zheng, Bochuan

Author_Institution

Sch. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu

fYear

2008

fDate

21-24 Sept. 2008

Firstpage

465

Lastpage

469

Abstract

This paper introduces a chaotic encryption system using a principal component analysis (PCA) neural network. The PCA neural network can produce the chaotic behaviors under certain conditions so that it serves as a pseudo-random number generator to generate random private keys. In this encryption system, the one-time pad encryption method is used, which is regarded as the most secure encryption method. The proposed system can encrypt any kind of data. The security and high performance of encryption are illustrated via some simulations.

Keywords

chaotic communication; neural nets; principal component analysis; private key cryptography; random number generation; PCA neural networks; chaotic encryption system; one-time pad encryption method; principal component analysis; pseudo-random number generator; random private keys; Chaos; Computational intelligence; Computer science; Cryptography; Information security; Laboratories; Neural networks; Paper technology; Principal component analysis; Random number generation; Chaotic Encryption; Information Security; Neural Networks; Principal Component Analysis;

fLanguage

English

Publisher

ieee

Conference_Titel

Cybernetics and Intelligent Systems, 2008 IEEE Conference on

Conference_Location

Chengdu

Print_ISBN

978-1-4244-1673-8

Electronic_ISBN

978-1-4244-1674-5

Type

conf

DOI

10.1109/ICCIS.2008.4670938

Filename

4670938