{"title":"An Efficient Clustering Technique for Copy-Paste Attack Detection","authors":"N. Chaitawittanun, M. Munlin","volume":86,"journal":"International Journal of Computer and Information Engineering","pagesStart":394,"pagesEnd":403,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/10001670","abstract":"
Due to rapid advancement of powerful image
\r\nprocessing software, digital images are easy to manipulate and
\r\nmodify by ordinary people. Lots of digital images are edited for a
\r\nspecific purpose and more difficult to distinguish form their original
\r\nones. We propose a clustering method to detect a copy-move image
\r\nforgery of JPEG, BMP, TIFF, and PNG. The process starts with
\r\nreducing the color of the photos. Then, we use the clustering
\r\ntechnique to divide information of measuring data by Hausdorff
\r\nDistance. The result shows that the purposed methods is capable of
\r\ninspecting the image file and correctly identify the forgery.<\/p>\r\n","references":"[1] L. Weiqi, Q. Zhenhua, P. Feng, H. Jiwu. \"A survey of passive\r\ntechnology for digital image forensics\". Springer Science. Frontiers of\r\ncomputer science in China.2007, vol. 1, no. 2, pp. 166-179.\r\n[2] M.K. Johnsos. \"Light and optical tools for image forensics\". Ph.D.\r\nThesis, Dartmouth College, Computer Science Deptl., Germany. 2007.\r\n[3] D.A. Brugioni. \"Photo fakery: the history and techniques of\r\nphotographic deception and manipulation\". Virginia :Brassey\u2019s\r\npublishers, 1999.\r\n[4] Z. Lint, R. Wang, X. Tang, H.Y. Shum. \"Detecting Doctored images\r\nusing camera response normality and consistency\". in Proc. Computer\r\nVision and Pattern Recognition.2005, vol. 1, no. 43-48.\r\n[5] B. Mahdian and S. Saic. \"A bibliography on blind methods for\r\nidentifying image forgery\". ELSEVIER. Signal Processing: Image\r\nCommunication.2010, vol. 25, Issue 6, pp. 389-399.\r\n[6] I. Cox, M. Miller, J. Bloom. \"Digital Watermarking : Principles &\r\nPractice\". Morgan Kaufmann, 2001.\r\n[7] J. Fridrich, D. Soukal, J. Lukas. \"Detection of Copy-Move Forgery in\r\nDigital Images\". in Proc. Digital Forensic Research Workshop,\r\nCleveland, OH, Aug, 2003.\r\n[8] A. Popescu and H. Farid. \"Exposing digital forgeries in color filter array\r\ninterpolated images\". IEEE Trans. Signal Processing.2005, vol. 53,\r\nno.10, pp. 3948\u20133959.","publisher":"World Academy of Science, Engineering and Technology","index":"Open Science Index 86, 2014"}