Title
Can we trust digital image forensics?
Abstract
Compared to the prominent role digital images play in nowadays multimedia society, research in the field of image authenticity is still in its infancy. Only recently, research on digital image forensics has gained attention by addressing tamper detection and image source identification. However, most publications in this emerging field still lack rigorous discussions of robustness against strategic counterfeiters, who anticipate the existence of forensic techniques. As a result, the question of trustworthiness of digital image forensics arises. This work will take a closer look at two state-of-the-art forensic methods and proposes two counter-techniques; one to perform resampling operations undetectably and another one to forge traces of image origin. Implications for future image forensic systems will be discussed.
Year
DOI
Venue
2007
10.1145/1291233.1291252
ACM Multimedia 2001
Keywords
Field
DocType
closer look,future image,forensic system,image source identification,digital image,state-of-the-art forensic method,forensic technique,digital image forensics,image authenticity,image origin
Digital image forensics,Computer vision,Computer security,Computer science,Trustworthiness,Robustness (computer science),Digital image,Image forensics,Artificial intelligence
Conference
Citations 
PageRank 
References 
80
3.47
14
Authors
4
Name
Order
Citations
PageRank
Thomas Gloe134718.08
Matthias Kirchner2803.47
Antje Winkler31449.17
Rainer Böhme4104985.84