Detecting hidden messages using image power spectrum

Proceedings - International Conference on Image Processing, ICIP

Volumn 1, Issue , 2006, Pages 421-424

  Amin, Palak ^a   Subbalakshmi, K P ^a  

^a Stevens Institute of Technology   (United States)

Author keywords

Data hiding; Power spectra; Steganalysis; Water marking

Indexed keywords

CLASSIFICATION (OF INFORMATION); IMAGE CODING; SOFTWARE TESTING; STEGANOGRAPHY;

DATA HIDING; DISCRETE COSINES; HUMAN VISUAL SYSTEM; LARGE IMAGE DATABASE; POWER-SPECTRA; STEGANALYSIS; TRANSFORM DOMAIN; UNIVERSAL STEGANALYSIS;

POWER SPECTRUM;

EID: 48149093703     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2007.4378981     Document Type: Conference Paper

References (31)

1. I. Cox, J. Kilian, T. Leighton, and T. Shamoon, "Secure spread spectrum watermarking for multimedia," IEEE transactions on image processing, vol. 6, pp. 1673-1687, 1997.
2. C. Lin, M. Wu, J. Bloom, I. Cox, M. Miller, and Y. Lui, "Rotation, scale, and translation resilient watermarking for images," IEEE Transactions on Image Processing, vol. 10, pp. 767-782, 2001.
3. W. Fung and A. Kunisa, "Rotation, scaling, and translation-invariant multi-bit watermarking based on log-polar mapping and discrete Fourier transfonn," in IEEE International Conference on Multimedia and Expo, 2005. ICME 2005., Japan, 2005.
4. P. Amin and K. Subbalakshmi, "Rotation and cropping resilient data hiding with Zernike moments," in International conference on image processing IClP '04, Singapore, Oct 2004.
5. I. Cox and M. Miller, "The first 50 years of electronic watermarking," vol. 2002, no. 2, pp. 126-132, Feb. 2002.
6. P. Amin, N. Liu, and K. Subbalakshmi, "Statistically secure digital image data hiding," in IEEE Multimedia Signal Processing MMSP05, China, Oct 2005.
7. P. Moulin and A. Briassouli, "A stochastic QIM algorithm for robust, undetectable image watermarking," in International conference on image processing, Oct. 2004, pp. 1173-1176.
8. N. Liu, P. Amin, and K. Subbalakshmi, "Secure quantizer based data embedding," in IEEE Multimedia Signal Processing MMSP05, China, Oct. 2005.
9. N. Johnson and S. Jajodia, "Steganalysis of images created using current steganography software," Lecture notes in computer science, vol. 1525, pp. 273-289, 1998.
10. S. Voloshynovskiy, A. Herrigel, Y. Rytsar, and T. Pun, "Stegowalliblind statistical detection of hidden data," Proceedings of SPIE, vol. 4675, pp. 57-68, Aug. 2002.
11. J. Fridrich, M. Goljan, and R. Du, "Steganalysis based on JPEG compatibility," in SPIE multimedia systems and applications IV, Denver CO, 2001.
12. J. Fridrich and M. Goljan, "Practical, steganalysis of digital images state of the art," SPIE photonics west, vol. 4675, pp. 01-13, 2002.
13. J. Fridrich, M. Goljan, and D. Hogea, "Steganalysis of JPEG images: Breaking the f5 algorithm," in 5th information hiding workshop, Netherlands, 2002.
14. N. Provos, "Defending against statistical steganalysis," in 10th USENIX security symposium, Washington. DC, 2001.
15. A. Westfeld, "High capacity despite better steganalysis (F5A steganographic algorithm)" Lecture notes in computer science, vol. 2137, pp. 289-302, 2001.
16. H. Farid, "Detecting steganographic message in digital images. report tr2001-4I2, dartmouth college, hanover, NH," 2001.
17. R. Fisher, "The use of multiple measurements in taxonomic problems," Annals of Eugenics, vol. VII, pp. 179-188, 1936.
18. R. Chandramouli and N. Memon, "A distributed detection framework for steganalysis," in ACM Multimedia Workshop, Marina, USA, 2000, pp. 123-126.
19. R. Chandramouli, "A mathematical framework for active steganalysis," in ACM Multimedia Systems Journal, 2003.
20. J. Harmsen and W. Pearlman, "Steganalysis of additive noise modelable information, hiding," in Proceedings of SPIE Electronic Imaging, vol. 5020, Santa Clara CA, 2003.
21. R. Balboa and N. Grzywack, "Power spectra and distribution of contrasts of natural images from different habitats," Pergamon Science Direct: Vision Research, vol. 43, pp. 2527-2537, Mar. 2003.
22. A. Torralba and A. Oliva, "Statistics of natural, image categories," IOP Network: Computation in neural systems, vol. 14, pp. 391-412, Mar 2003.
23. R. Baddeley, "The correlational structure of natural images and the calibrations of the spatial representations," Cogn. Science, vol. 21, pp. 351-372, 1997.
24. A. Oliva, A. Torralba, A. Guerin-Dugue, and J. Herault, "Global semantic classification using power spectrum templates," Proc. Challenge of image retrieval, vol. 41, pp. 176-210, 1999.
25. M. Hahn, "Great images in nasa," 2002. [Online]. Available: http://grin.hq.nasa.gov/
26. O. of the CIO/HPCC, "NOAA photo library," 2003. [Online]. Available: http://www.pliotoliKnoaa.gov/
27. N. O. A. Administration, "National geodetic survey," 2005. [Online]. Available: http://www.ngs.noaa.gov/
28. G. Langelaar, I. Setyawan, and R. Lagendijk, "Watermarking digital image and video data," IEEE Signal Processing Magazine, vol. 17, pp. 20-43, 2000.
29. J. Hernandez, M. Amado, and F. Perez-Gonzalez, "DCT-domain water-marking techniques for still images: Detector performance analysis and a new structure," IEEE transactions on image processing, vol. 9, no. 1, pp. 55-68, 2000.
30. D. Wei, Y. Weiqi, and Q. Dongxu, "Digital image watermarking based on discrete wavelet transform," Journal of Computer Science and Technology, vol. 17, no. 2, pp. 129-139, 2002.
31. D. Corp., "My picture marc 2005 v1.0 adobe photoshop plugin," 2005. [Online]. Available: http://www.digimarc.com