NDLI: A two layer chaotic network based image encryption technique

Content Provider	IEEE Xplore Digital Library
Author	Jain, A. Rajpal, N.
Copyright Year	2012
Description	Author affiliation: University School of Information Technology, Guru Gobind Singh Inderprastha University, Delhi, India (Rajpal, N.) \|\| CSE Department, Inderprastha Engineering College, Ghaziabad, India (Jain, A.)
Abstract	In recent years various chaos based cryptographic algorithms have been suggested to develop secure image encryption techniques but still many of them have low computing security as they have only good diffusion property but no confusion/substitution property making them more vulnerable to attacks. In this regard, this paper proposes a new secured approach for image encryption and decryption using two layer chaotic neural network (CNN). The two layers of network realize diffusion and substitution to make the cipher more secure. The logistic chaotic map is used to design the weights and the biases for the layers of network whose initial condition is derived under the control of an external key. Theoretical analysis and experimental results show that the proposed algorithm has good computing security for encryption.
Starting Page	1
Ending Page	5
File Size	1165083
Page Count	5
File Format	PDF
ISBN	9781467319522
e-ISBN	9781467319539
DOI	10.1109/NCCCS.2012.6413005
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-11-21
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Chaotic logistic map Chaotic neural network Image encryption Chaotic communication Neural networks Encryption Videos
Content Type	Text
Resource Type	Article

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