A novel image authentication scheme based on hyper-chaotic cell neural network

被引:29
作者
Gao, Tiegang [1 ]
Gu, Qiaolun [2 ]
Emmanuel, Sabu [3 ]
机构
[1] Nankai Univ, Coll Software, Tianjin 300070, Peoples R China
[2] Tianjin Univ Technol & Educ, Dept Comp, Tianjin 300222, Peoples R China
[3] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
关键词
DESIGN; WATERMARKING; SECURITY;
D O I
10.1016/j.chaos.2009.01.017
中图分类号
O1 [数学];
学科分类号
070101 [基础数学];
摘要
This paper presents a new image authentication scheme based on cell neural network with hyper-chaos characteristics (HCCNN). In the scheme, the authentication code, which is used as secret key and the pixel values of image are used for the input of HCCNN. The secret information that HCCNN produces is transmitted to the receiving end through secret channel. The receiver can then use the received secret information to authenticate the suspect image by comparing the original authentication code with that calculated from the suspect image. Simulations show that the suggested image authentication algorithm has the advantages of large key space and high security, and moreover, it can detect and locate the position of any slightly tampered parts of a suspect image. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:548 / 553
页数:6
相关论文
共 18 条
[1]
ALTURKI F, 2001, P IEEE INT C IM PROC, V3, P1031
[2]
Security problems with a chaos-based deniable authentication scheme [J].
Alvarez, G .
CHAOS SOLITONS & FRACTALS, 2005, 26 (01) :7-11
[3]
The convergence properties of a clipped Hopfield network and its application in the design of keystream generator [J].
Chan, CK ;
Cheng, LM .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2001, 12 (02) :340-348
[4]
Chen TM, 2005, LECT NOTES COMPUT SC, V3610, P1117
[5]
A reversible watermarking scheme for JPEG-2000 compressed images [J].
Emmanuel, S ;
Kiang, HC ;
Das, A .
2005 IEEE International Conference on Multimedia and Expo (ICME), Vols 1 and 2, 2005, :69-72
[6]
Analysis and design of secure watermark-based authentication systems [J].
Fei, Chuhong ;
Kundur, Deepa ;
Kwong, Raymond H. .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2006, 1 (01) :43-55
[7]
Image encryption based on a new total shuffling algorithm [J].
Gao, Tiegang ;
Chen, Zengqiang .
CHAOS SOLITONS & FRACTALS, 2008, 38 (01) :213-220
[8]
Reversible watermarking algorithm based on wavelet lifting scheme [J].
Gao, Tiegang ;
Gu, Qiaolun .
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2008, 6 (04) :643-652
[9]
KWOK HS, 2005, IND TECHN IEEE INT C, P231
[10]
Hyperchaos in a simple CNN [J].
Li, Qingdu ;
Yang, Xiao-Song ;
Yang, Fangyan .
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2006, 16 (08) :2453-2457