Analysis Method of Digital Forgeries on the Filtered Tampered Images

Digital forensics is the emerging research field for determining digital forgeries. Key issues of the tampered images are to solve the problems for detecting the interpolation factor and the tampered regions. This paper describes a method to detect the interpolation factors and the forged maps using the differential method and fast Fourier transform (FFT) along the horizontal, vertical, and diagonal direction, respectively from digital filtered tampered images. The detection map can be used to find out interpolated regions from the tempered image. Experimental results demonstrate the proposed algorithm proves effective on several filtering images by Adobe Photoshop™ and show a ratio of detecting the interpolated regions and factors form digital filtered composite images.

[1]  Alin C. Popescu,et al.  Exposing digital forgeries in color filter array interpolated images , 2005, IEEE Transactions on Signal Processing.

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

[3]  Andrew C. Gallagher Detection of linear and cubic interpolation in JPEG compressed images , 2005, The 2nd Canadian Conference on Computer and Robot Vision (CRV'05).

[4]  Dae-Ki Kang,et al.  Effective Model and Methods for Analysing Human Factors in Software Design for Efficient User Experience , 2011, J. Inform. and Commun. Convergence Engineering.

[5]  Babak Mahdian,et al.  Ieee Transactions on Information Forensics and Security 1 Blind Authentication Using Periodic Properties of Interpolation , 2022 .

[6]  B. Mahdian,et al.  Blind methods for detecting image fakery , 2008, 2008 42nd Annual IEEE International Carnahan Conference on Security Technology.

[7]  Tsuhan Chen,et al.  Image authentication by detecting traces of demosaicing , 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[8]  Hany Farid,et al.  Exposing digital forgeries by detecting traces of resampling , 2005, IEEE Transactions on Signal Processing.

[9]  Hany Farid,et al.  Exposing digital forgeries by detecting traces of resampling , 2005 .