Image Tampering Detection Using Methods Based on JPEG Compression Artifacts: A Real-Life Experiment

0381682 - ÚTIA 2013 RIV ES eng C - Konferenční příspěvek (zahraniční konf.)
Mahdian, Babak - Saic, Stanislav
Image Tampering Detection Using Methods Based on JPEG Compression Artifacts: A Real-Life Experiment.
Proceedings of ISABEL'11. Barcelona: ACM, 2011, 176-1-176-5. ISBN 978-1-4503-0913-4.
[ISABEL '11 Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies. Barcelona (ES), 26.10.2011-29.10.2011]
Grant CEP: GA ČR GPP202/10/P509; GA MV VG20102013064
Výzkumný záměr: CEZ:AV0Z10750506
Klíčová slova: forensic image * JPEG detection
Kód oboru RIV: JC - Počítačový hardware a software
http://library.utia.cas.cz/separaty/2012/ZOI/mahdian-image tampering detection using methods based on jpeg aompression artifacts a real-life experiment.pdf

In this paper we analyze the synergy between forensic image head data consistency analysis and detection of doubles JPEG compression artifacts. We show that image head consistency testing is an eective method for detecting digital images that have been modied. On the other hand, when it is not combined with other forensic methods such as double JPEG detection, a high number of altered photos remained undetected. The same can also be claimed about double JPEG detection. When employed separately without conjunction with other methods, the majority of altered photos remained undetected. In this paper, a quantitative study on this topic is carried out. We show that combining various image forensic methods is a must.
Trvalý link: http://hdl.handle.net/11104/0212097