Undetectable image tampering through JPEG compression anti-forensics

Recently, a number of digital image forensic techniques have been developed which are capable of identifying an image's origin, tracing its processing history, and detecting image forgeries. Though these techniques are capable of identifying standard image manipulations, they do not address the possibility that anti-forensic operations may be designed and used to hide evidence of image tampering. In this paper, we propose an anti-forensic operation capable of removing blocking artifacts from a previously JPEG compressed image. Furthermore, we show that by using this operation along with another anti-forensic operation which we recently proposed, we are able to fool forensic methods designed to detect evidence of JPEG compression in decoded images, determine an image's origin, detect double JPEG compression, and identify cut-and-paste image forgeries.

[1]  Junfeng He,et al.  Detecting Doctored JPEG Images Via DCT Coefficient Analysis , 2006, ECCV.

[2]  Hong Yan,et al.  Blocking artifacts suppression in block-coded images using overcomplete wavelet representation , 2004, IEEE Transactions on Circuits and Systems for Video Technology.

[3]  Rainer Böhme,et al.  Hiding Traces of Resampling in Digital Images , 2008, IEEE Transactions on Information Forensics and Security.

[4]  Ricardo L. de Queiroz,et al.  Identification of bitmap compression history: JPEG detection and quantizer estimation , 2003, IEEE Trans. Image Process..

[5]  Gerald Schaefer,et al.  UCID: an uncompressed color image database , 2003, IS&T/SPIE Electronic Imaging.

[6]  K. J. Ray Liu,et al.  Digital image source coder forensics via intrinsic fingerprints , 2009, IEEE Transactions on Information Forensics and Security.

[7]  Hany Farid,et al.  Digital Image Ballistics from JPEG Quantization , 2006 .

[8]  Tomás Pevný,et al.  Detection of Double-Compression in JPEG Images for Applications in Steganography , 2008, IEEE Transactions on Information Forensics and Security.

[9]  Weisi Lin,et al.  Efficient Image Deblocking Based on Postfiltering in Shifted Windows , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[10]  Hany Farid,et al.  Statistical Tools for Digital Forensics , 2004, Information Hiding.

[11]  K. J. Ray Liu,et al.  Anti-forensics of JPEG compression , 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

[12]  Ee-Chien Chang,et al.  Detecting Digital Image Forgeries by Measuring Inconsistencies of Blocking Artifact , 2007, 2007 IEEE International Conference on Multimedia and Expo.