Forensic detection of image tampering using intrinsic statistical fingerprints in histograms

APSIPA ASC 2009 - Asia-Pacific Signal and Information Processing Association 2009 Annual Summit and Conference

Volumn , Issue , 2009, Pages 563-572

  Stamm, Matthew C ^a   Liu, K J Ray ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTRAST ENHANCEMENT; DIGITAL FORGERY; DIGITAL IMAGE; FORENSIC DETECTION; IMAGE TAMPERING; JPEG COMPRESSED IMAGES; PIXEL VALUES;

DATA PROCESSING; GRAPHIC METHODS; IMAGE PROCESSING; STATISTICAL METHODS;

SIGNAL DETECTION;

EID: 77950586796     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. M. Chen, J. Fridrich, M. Goljan, and J. Lukáš, "Determining image origin and integrity using sensor noise," IEEE Trans. on Inform. Forensics Security, vol.3, no.1, pp. 74-90, March 2008. (Pubitemid 351270074)
2. T.-T. Ng, S.-F. Chang, J. Hsu, L. Xie, and M.P. Tsui, "Physics-motivated features for distinguishing photographic images and computer graphics," in Proc. ACM Multimdedia, Singapore, 2005, pp. 239-248, ACM.
3. M.K. Johnson and H. Farid, "Exposing digital forgeries in complex lighting environments," IEEE Trans. on Inform. Forensics Security, vol.2, no.3, pp. 450-461, Sept. 2007. (Pubitemid 47290579)
4. M.K. Johnson and H. Farid, "Exposing digital forgeries by detecting inconsistencies in lighting," in Proc. ACM Multimedia and Security Workshop, New York, NY, USA, 2005, pp. 1-10. (Pubitemid 40181769)
5. T.-T. Ng, S.-F. Chang, and Q. Sun, "Blind detection of photomontage using higher order statistics," in Proc. IEEE Int. Symp. Circuits Systems, Vancouver, BC, Canada, May 2004, vol.5, pp. V-688-V-691.
6. S. Bayram, I. Avcibaş, B. Sankur, and N. Memon, "Image manipulation detection," Journal of Electronic Imaging, vol.15, no.4, pp. 041102, 2006.
7. I. Avcibas, S. Bayram, N. Memon, M. Ramkumar, and B. Sankur, "A classifier design for detecting image manipulations," in Proc. ICIP, Oct. 2004, vol.4, pp. 2645-2648. (Pubitemid 40820438)
8. J. Lukáš, J. Fridrich, and M. Goljan, "Detecting digital image forgeries using sensor pattern noise," in Proc. SPIE, Electronic Imaging, Security, Steganography, Watermarking of Multimedia Contents, San Jose, CA, USA, Feb. 2006, vol.6072, pp. 362-372.
9. A. Swaminathan, Min Wu, and K.J.R. Liu, "Digital image forensics via intrinsic fingerprints," IEEE Trans. on Inform. Forensics Security, vol.3, no.1, pp. 101-117, March 2008. (Pubitemid 351270076)
10. A. Swaminathan, M. Wu, and K. J. R. Liu, "Intrinsic fingerprints for image authentication and steganalysis," in Proc. SPIE Conf. Security, Steganography, Watermarking of Multimedia Contents, San Jose, CA, USA, Feb. 2007, vol.6505.
11. A. Swaminathan, Min Wu, and K.J.R. Liu, "Image tampering identification using blind deconvolution," in Proc. ICIP, Atlanta, GA, USA, Oct. 2006, pp. 2309-2312.
12. A.C. Popescu and H. Farid, "Exposing digital forgeries by detecting traces of resampling," IEEE Trans. Signal Processing, vol.53, no.2, pp. 758-767, Feb. 2005. (Pubitemid 40181769)
13. A.C. Popescu and H. Farid, "Statistical tools for digital forensics," in Proc. 6th Int. Workshop on Information Hiding, Toronto, Canada, 2004.
14. T. Pevný and J. Fridrich, "Detection of double-compression in jpeg images for applications in steganography," IEEE Trans. on Information Forensics and Security, vol.3, no.2, pp. 247-258, June 2008. (Pubitemid 351709458)
15. J. Lukáš and J. Fridrich, "Estimation of primary quantization matrix in double compressed JPEG images," in Proc. Digital Forensic Research Workshop, pp. 5-8, 2003.
16. H. Farid, "Blind inverse gamma correction," IEEE Trans. on Image Processing, vol.10, pp. 1428-1433, Oct. 2001. (Pubitemid 32981817)
17. M. K. Johnson and H. Farid, "Exposing digital forgeries through chromatic aberration," in Proc. ACM Multimedia and Security Workshop, Geneva, Switzerland, 2006, pp. 48-55. (Pubitemid 44729575)
18. A.C. Popescu and H. Farid, "Exposing digital forgeries in color filter array interpolated images," IEEE Trans. on Signal Processing, vol.53, no.10, pp. 3948-3959, Oct. 2005. (Pubitemid 41638246)
19. J. Fridrich, D. Soukal, and J. Lukáš, "Detection of copy-move forgery in digital images," in Proc. Digital Forensic Research Workshop, 2003.
20. G.E. Healey and R. Kondepudy, "Radiometric ccd camera calibration and noise estimation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol.16, no.3, pp. 267-276, Mar 1994.
21. M. Stamm and K.J.R. Liu, "Blind forensics of contrast enhancement in digital images," in Proc. ICIP, San Diego, CA, USA, Oct. 2008, pp. 3112-3115.