Generalised category attack-improving histogram-based attack on JPEG LSB embedding

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

Volumn 4567 LNCS, Issue , 2007, Pages 378-391

  Lee, Kwangsoo ^a   Westfeld, Andreas ^b   Lee, Sangjin ^a  

^a Korea University   (South Korea)

^b DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CRYPTOGRAPHY; INDUCTION HEATING;

COMPRESSED IMAGING; EMBEDDING RATES; FIRST-ORDER STATISTICS; INFORMATION HIDING; JPEG IMAGES; LSB EMBEDDING; LSB STEGANOGRAPHY; RELIABLE DETECTION; SIMPLE STRUCTURES;

IMAGE ENHANCEMENT;

EID: 49949111194     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77370-2_25     Document Type: Conference Paper

References (23)

1. Upham, D.: Jsteg (1993), Online available at http://munitions.vipul.net/ software/steganography/jpeg-jsteg-v4.diff.gz
2. Westfeld, A., Pfitzmann, A.: Attacks on steganographic systems. In: Pfitzmann, A. (ed.) IH 1999. LNCS, vol. 1768, pp. 61-76. Springer, Heidelberg (2000)
3. Provos, N.: Outguess (2001), Online available at http://www.outguess.org
4. Westfeld, A.: F5-a steganographic algorithm: High capacity despite better steganalysis. In: Moskowitz, I.S. (ed.) Information Hiding. LNCS, vol. 2137, pp. 289-302. Springer, Heidelberg (2001)
5. Sallee, P.: Model-based steganography. In: Kalker, T., Ro, Y.M., Cox, I.J. (eds.) IWDW 2003. LNCS, vol. 2939, pp. 154-167. Springer, Heidelberg (2004)
6. Shi, Y.Q., Chen, C., Chen, W.: A Markov process based approach to effective attacking JPEG steganography. In: Camenisch, J., Collberg, C., Johnson, N.F., Sallee, P. (eds.) Information Hiding (8th International Workshop), Berlin Heidelberg. LNCS, vol. 4437, Springer, Heidelberg (2007)
7. Pevný, T., Fridrich, J.: Merging Markov and DCT features for multi-class JPEG steganalysis. In: Delp III, E.J., Wong, P.W. (eds.) Security, Steganography and Watermarking of Multimedia Contents IX (Proc. of SPIE), San Jose, CA (2007)
8. Fridrich, J., Goljan, M., Soukal, D.: Higher-order statistical steganalysis of palette images. In: Delp III, E.J., Wong, P.W. (eds.) Security, Steganography and Watermarking of Multimedia Contents V (Proc. of SPIE), San Jose, CA, pp. 178-190 (2003)
9. Fridrich, J., Goljan, M., Du, R.: Detecting LSB steganography in color and grayscale images. IEEE Multimedia 8(4), 22-28 (2001)
10. Dumitrescu, S., Wu, X., Wang, Z.: Detection of LSB steganography via sample pair analysis. In: Petitcolas, F.A.P. (ed.) IH 2002. LNCS, vol. 2578, pp. 355-372. Springer, Heidelberg (2003)
11. Westfeld, A.: Space filling curves in steganalysis. In: Delp III, E.J., Wong, P.W. (eds.) Security, Steganography and Watermarking of Multimedia Contents VII (Proc. of SPIE), San Jose, CA, pp. 28-37 (2005)
12. Lu, P., Luo, X., Tang, Q., Shen, L.: An improved sample pairs method for detection of LSB embedding. In: Fridrich, J. (ed.) IH 2004. LNCS, vol. 3200, pp. 116-127. Springer, Heidelberg (2004)
13. Yu, X., Wang, Y., Tan, T.: On estimation of secret message length in Jsteg-like steganography. In: Proceedings of the 17th International Conference on Pattern Recognition (ICPR 2004), pp. 673-676 (2004)
14. Zhang, T., Ping, X.: A fast and effective steganalytic technique against Jsteg-like algorithms. In: SAC 2003. Proceedings of the 2003 ACM Symposium on Applied Computing, Melbourne, Florida, USA, March 9-12, 2003, pp. 307-311. ACM Press, New York (2003)
15. Lee, K., Westfeld, A., Lee, S.: Category Attack for LSB steganalysis of JPEG images. In: Shi, Y.Q., Jeon, B. (eds.) IWDW 2006. LNCS, vol. 4283, pp. 35-48. Springer, Heidelberg (2006)
16. Westfeld, A.: Steganalysis in the presence of weak cryptography and encoding. In: Shi, Y.Q., Jeon, B. (eds.) IWDW 2006. LNCS, vol. 4283, pp. 19-34. Springer, Heidelberg (2006)
17. University of Washington: CBIR image database (2004), http://www.cs.washington.edu/research/imagedatabase/groundtruth
18. NRCS: Photo gallery of the USDA Natural Resources Conservation Service (2006), http://photogallery.nrcs.usda.gov/
19. Smoot, S.R., Rowe, L.A.: Study of DCT coefficient distributions. In: Proceedings of the SPIE Symposium on Electronic Imaging, San Jose, CA, vol. 2657, pp. 403-411 (1996)
20. Fridrich, J., Goljan, M., Hogea, D.: Steganalysis of JPEG images: Breaking the F5 algorithm. In: Petitcolas, F.A.P. (ed.) IH 2002. LNCS, vol. 2578, pp. 310-323. Springer, Heidelberg (2003)
21. Provos, N., Honeyman, P.: Detecting steganographic content on the Internet (2001), http://www.citi.umich.edu/techreports/reports/citi-tr-01-11.pdf
22. Fridrich, J.: Feature-based steganalysis for JPEG images and its implications for future design of steganographic schemes. In: Fridrich, J. (ed.) IH 2004. LNCS, vol. 3200, pp. 67-81. Springer, Heidelberg (2004)
23. Ker, A.D.: Improved detection of LSB steganography in grayscale images. In: Fridrich, J. (ed.) IH 2004. LNCS, vol. 3200, pp. 97-115. Springer, Heidelberg (2004)