Genetic algorithms for optimality of data hiding in digital images

Soft Computing

Volumn 13, Issue 4, 2009, Pages 361-373

  Maity, Santi P ^a   Kundu, Malay K ^b  

^a INDIAN INSTITUTE OF ENGINEERING SCIENCE AND TECHNOLOGY   (India)

^b INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Digital data hiding; GA; Modulation functions; Optimal detection; Security

Indexed keywords

EID: 55549088895     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-008-0329-5     Document Type: Conference Paper

References (26)

1. Cachin C (1998) An information theoretic model for steganography. In: Proceedings of 2nd workshop on information hiding. Aucsmith D (eds) Lecture Notes in Computer Sciences, Springer, Heidelberg, p 1525
2. Chan CK, Cheng LM (2001) Improved hiding data in images by optimal moderately significant-bit replacement. IEE Electron Lett 37: 1017-1018
3. Chang CC, Lin IC (2004) Robust image watermarking system using neural network, intelligent watermarking techniques. World Scientific, Singapore, pp 395-427
4. Chang CC, Lin IC (2004) A perceptually tuned watermarking scheme for digital images using supprot vector machines, intelligent watermarking techniques. World Scientific, Singapore, pp 429-457
5. Farid H (2001) Detecting Steganographic Message in Digital Images, Dartmouth College, Computer Science, (TR2001, 2001)
6. Goldberg D (1989) Genetic algorithms: Search, optimization and machine learning. Addison-Wesley, Reading
7. Hamming RH (1980) Coding and information theory. Prentice-Hall, Inc., Englewood Cliffs
8. Huang H-C, Pan JS, Huang YH, Huang K-C (2007) Progressive watermarking techniques using genetic algorithms. Circ Syst Signal Process 8: 58-68
9. Hwang MS, Chang CC, Hwang KF (2000) Digital watermarking of images using neural networks. J Electron Imgag 9: 548-555
10. Kundur D (1999) Multiresolution digital watermarking: Algorithms and implications for multimedia signals. PhD Thesis, Department of Electrical and Computer Engineering, University of Toronto, Canada
11. Maity SP, Kundu MK, Nandi PK (2004) Genetic algorithm for optimal imperceptibility in image communication through noisy channel. 11th international conference on neural information processing ICONIP 2004, (LNCS, Springer, 2004) 700-705
12. Maity SP, Nandi PK, Kundu MK (2007) Genetic Algorithm for improvement in detection of hidden data in digital images. In: 6th international conference on advances in pattern recognition. World Scientific, Singapore, pp 164-169
13. Pal SK, Bhandari D, Kundu MK (1994) Genetic algorithms for image enhancement. Pattern Recogn Lett 15: 261-271
14. Pal SK, Ghosh A, Kundu MK (eds) (2000) Soft computing for image processing. Physica, Heidelberg
15. Pan JS, Huang HC, Jain LC (eds) (2004) Intelligent watermarking techniques. World Scientific, Singapore
16. Pan JS, Sung MT, Huang H-C, Liao BY (2004) Robust VQ-based digital watermarking for the memoryless binary symmetric channel. IEICE Trans Fundam Electron Commun Comput Sci E-87: 1839-1841
17. Pan JS, Huang H-C, Jain LC, Fang WC (eds) (2007) Intelligent multimedia data hiding: New directions. Springer, Berlin
18. Shieh CS, Huang H-C, Wang FH, Pan JS (2004) Genetic watermarking based on transform domain techniques. Pattern Recogn 37: 555-565
19. Special issue on copyright and privacy protection (1998) IEEE J Select Areas Commun (JSCA) 16
20. Special issue on enabling security technologies for digital right management (2004) Proc IEEE 92
21. Vleeschouwer CD, Delaigle JF, Macq B (2002) Invisibility and application functionalities in perceptual watermarking - an overview. Proc IEEE 90: 64-77
22. Wang RZ, Lin CF, Lin JC (2000) Hiding data in images by optimal moderately significant-bit replacement. IEE Electron Lett 36: 2069-2070
23. Wang RZ, Lin CF, Lin JC (2001) Image hiding by optimal LSB substitution and genetic algorithm. Pattern Recogn Lett 34: 671-683
24. Wang FH, Jain LC, Pan JS (2004) Genetic watermarking on spatial domain, intelligent watermarking techniques. World Scientific, Singapore, pp 377-393
25. Wu M, Liu B (2002) Multimedia data hiding. Springer, NewYork
26. Yu PT, Tsai HH, Lin JS (2001) Digital watermarking based on neural networks for color images. Signal process 81: 663-671