Countering anti-JPEG compression forensics

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2012, Pages 241-244

  Li, Haodong ^a   Luo, Weiqi ^a   Huang, Jiwu ^a  

^a SUN YAT SEN UNIVERSITY   (China)

Author keywords

Anti Forensics; JPEG Compression; JPEG Steganalysis

Indexed keywords

ANTI-FORENSICS; BLOCKING ARTIFACTS; COMPRESSION METHODS; DCT COEFFICIENTS; DETECTION ACCURACY; FORENSIC TECHNIQUES; IMAGE DATA; IMAGE DATABASE; JPEG COMPRESSED IMAGES; JPEG COMPRESSION; JPEG DECOMPRESSED IMAGES; STATISTICAL CORRELATION; STEGANALYSIS; TRANSITION PROBABILITY MATRIX;

STEGANOGRAPHY;

IMAGE COMPRESSION;

EID: 84875855851     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2012.6466840     Document Type: Conference Paper

References (14)

1. M.C. Stamm and K.J.R. Liu, "Anti-forensics of digital image compression," IEEE Transactions on Information Forensics Security, vol. 6, no. 3, pp. 1050 -1065, Sept. 2011.
2. G. Schaefer and M. Stich, "Ucid: an uncompressed color image database," in Proceedings of SPIE: Storage and Retrieval Methods and Applications for Multimedia, 2004, vol. 5307, pp. 472-480.
3. Z. Fan and R.L. de Queiroz, "Identification of bitmap compression history: JPEG detection and quantizer estimation," IEEE Transactions on Image Processing, vol. 12, no. 2, pp. 230-235, Feb. 2003.
4. W. Luo, Z. Qu, J. Huang, and G. Qiu, "A novel method for detecting cropped and recompressed image block," in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, april 2007, vol. 2, pp. 217-220.
5. D. Fu, Y. Q. Shi, and W. Su, "A generalized benford's law for JPEG coefficients and its applications in image forensics," in Proceedings of SPIE: Security, Steganography, and Watermarking of Multimedia. 2007, vol. 6505, p. 65051L, SPIE.
6. W. Luo, J. Huang, and G. Qiu, "JPEG error analysis and its applications to digital image forensics," IEEE Transactions on Information Forensics Security, vol. 5, no. 3, pp. 480-491, Sept. 2010.
7. T. Pevny and J. Fridrich, "Estimation of primary quantization matrix for steganalysis of double-compressed JPEG images," in Proceedings of SPIE: Security, Forensics, Steganography, and Watermarking of Multimedia. 2008, vol. 6819, p. 681911, SPIE.
8. J. He, Z. Lin, L. Wang, and X. Tang, "Detecting doctored JPEG images via dct coefficient analysis," in Proceedings of European Conference on Computer Vision (ECCV), 2006, vol. 3953, pp. 423-435.
9. H. Farid, "Exposing digital forgeries from JPEG ghosts," IEEE Transactions on Information Forensics Security, vol. 4, no. 1, pp. 154 -160, Mar. 2009.
10. M.C. Stamm, S.K. Tjoa, W.S. Lin, and K.J.R. Liu, "Antiforensics of JPEG compression," in Proceedings of IEEE International Conference on Acoustics Speech and Signal Processing, Mar. 2010, pp. 1694-1697.
11. M.C. Stamm, S.K. Tjoa, W.S. Lin, and K.J.R. Liu, "Undetectable image tampering through JPEG compression antiforensics," in Proceedings of IEEE International Conference on Image Processing, Sept. 2010, pp. 2109-2112.
12. G. Valenzise, V. Nobile, M. Tagliasacchi, and S. Tubaro, "Countering JPEG anti-forensics," in Proceedings of IEEE International Conference on Image Processing, Sept. 2011, pp. 1949 -1952.
13. C. Chen and Y.Q. Shi, "JPEG image steganalysis utilizing both intrablock and interblock correlations," in Proceedings of IEEE International Symposium on Circuits and Systems, May 2008, pp. 3029 -3032.
14. C. Chang and C. Lin, "Libsvm: A library for support vector machines," ACM Transactions on Intelligent Systems and Technology, vol. 2, pp. 27:1-27:27, 2011, Software available at http://www.csie.ntu.edu.tw/~cjlin/ libsvm.