Steganalysis based on differential statistics

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4301 LNCS, Issue , 2006, Pages 224-240

  Liu, Zugen ^a   Ping, Lingdi ^a   Chen, Jian ^a   Wang, Jimin ^a   Pan, Xuezeng ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Co occurrence matrix; Com; Differentiation; Hcf

Indexed keywords

CRYPTOGRAPHY; DIFFERENTIATION (CALCULUS); IMAGE ENHANCEMENT; IMAGE RETRIEVAL; MATRIX ALGEBRA; NETWORK SECURITY; STATISTICS; STEGANOGRAPHY; VECTORS;

ADJACENT PIXELS; CENTER OF MASS; CO-OCCURRENCE-MATRIX; FALSE POSITIVE; FEATURE VECTORS; SPATIAL POSITIONS; STEGANALYTIC ALGORITHMS; STEGANOGRAPHIC SCHEMES;

IMAGE COMPRESSION;

EID: 77749332017     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11935070_16     Document Type: Conference Paper

References (23)

1. Harmsen J J, Pearlman W A. Steganalysis of additive noise modelable information hiding. In Proc. SPIE Electronic Imaging 5022, Santa Clara, CA, January 21- 24, (2003), 131-142.
2. Harmsen J J, Bowers K D, Pearlman W A. Fast Additive Noise Steganalysis. In Proc. SPIE Symposium on Electronic Imaging, San Jose, CA, January 19- 22, (2004), 489-495.
3. Cox IJ., Kilian J., Leighton T., et al. Secure spread spectrum watermarking for multimedia. IEEE Transaction on Image Processing (1997), 6(12):1673-1687.
4. Piva A., Barni M., Bartolini E, et al. DCT-based watermark recovering without resorting to the uncorrupted original image. In: Proceedings of 4th IEEE International Conference on Image Processing ICIP'97, Atlanta, USA, (1997), 520-523.
5. Ker A. Steganalysis of LSB matching in grayscale images. IEEE. Signal Processing Letters, (2005), 12(6):441-444.
6. Yun Q. Shi, Guorong Xuan, Dekun Zou, Jianjiong Gao, Chengyun Yang, Zhenping Zhang, Peiqi Chai, Wen Chen, Chunhua Chen: Steganalysis Based on Moments of Characteristic Functions Using Wavelet Decomposition, Prediction-Error Image, and Neural Network. In Proc. ICME 2005, Amsterdam, Netherlands, July 6-8, (2005), 269-272.
7. Lyu S., Farid H. Detecting hidden messages using higher-order statistics and support vector machines. In Proc. 5th Int. Information Hiding Workshop, Noordwijkerhout, The Netherlands, 2002.
8. Fridrich J. Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes. In Proc. 6th Int. Information Hiding Workshop, Toronto, Ontario, Canada, May 23-25, (2004)67-81.
9. Pevny T, Fridrich J. Towards Multi-class Blind Steganalyzer for JPEG Images. In Proc. IWDW 2005, Siena, Italy, September 15-17, (2005)39-53.
10. Upham D. Jsteg. ftp.funet.fi.
11. Westfeld A. F5. http://wwwrn.inf.tu-dresden.de/.
12. Provos N. http://Outguess.
13. www.outguess.org/.
14. Sallee P. Model-based methods for steganography and steganalysis. International Journal of Image and Graphics, (2005), 5(1):167-189.
15. S. Hetzl. http://steghide.sourceforge.net/.
16. Bohme R, Westfeld A. Breaking cauchy model-based. jpeg steganography with first order statistics. In Proc. ESORICS 2004, Sophia Antipolis, France, September 13- 15, (2004)125-140.
17. Lyu S, Farid H. Steganalysis Using Color Wavelet Statistics and One-Class Support Vector Machines. In Proc. SPIE Symposium on Electronic Imaging, San Jose, CA, January 19-22, (2004)35-45.
18. http://www.corel.com/.
19. http://www.cs.washington.edu/.
20. Chandramouli R., Kharrazi M., Memon N D. Image Steganography and Steganalysis: Concepts and Practice. In Proc. IWDW 2003, Seoul, Korea, October 20-22, (2003), 35-49.
21. Wallace G. The JPEG Still Picture Compression Standard. Communications of the ACM, (1991), 34(4):30-44.
22. Chih-Chung Chang and Chih-Jen Lin. LIBSVM: A library for support vector machines, (2001). http://www.csie.ntu.edu.tw/̃cjlin/libsvm.
23. Yun Q. Shi, Guorong Xuan, Chengyun Yang, Jianjiong Gao, Zhenping Zhang, Peiqi Chai, Dekun Zou, Chunhua Chen, Wen Chen. Effective Steganalysis Based on Statistical Moments of Wavelet Characteristic Function. ITCC(1) (2005), 768-773.