Title :
Research on forensic identification of forged images
Author_Institution :
Dept. of Comput. Sci. & Eng., East China Univ. of Political Sci. & Law, Shanghai, China
Abstract :
Fake images have become ubiquitous today in society. Identifying the authenticity and integrity of digital images becomes increasingly important in digital forensics cases. This paper presents a review of some significant work in the field of image forensic and builds an image forensic system to verify the forged evidences by analyzing the EXIF information and statistical features. Some synthetic examples and perceptually credible forgeries are tested in this paper. Experimental results show the effectiveness of these techniques in our system.
Keywords :
image forensics; statistical analysis; EXIF information; digital forensics; digital image authenticity; digital image integrity; fake images; forged images forensic identification; image forensic system; statistical feature analysis; Digital images; Fingerprint recognition; Forgery; Histograms; Image forensics; Software; EXIF; fake image; forensic system;
Conference_Titel :
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location :
Shengyang
Print_ISBN :
978-1-4799-2564-3
DOI :
10.1109/MEC.2013.6885238