DocumentCode
3493271
Title
Challenging the security of Content-Based Image Retrieval systems
Author
Do, Thanh-Toan ; Kijak, Ewa ; Furon, Teddy ; Amsaleg, Laurent
Author_Institution
IRISA, Univ. de Rennes I, Rennes, France
fYear
2010
fDate
4-6 Oct. 2010
Firstpage
52
Lastpage
57
Abstract
Content-Based Image Retrieval (CBIR) has been recently used as a filtering mechanism against the piracy of multimedia contents. Many publications in the last few years have proposed very robust schemes where pirated contents are detected despite severe modifications. As none of these systems have addressed the piracy problem from a security perspective, it is time to check whether they are secure: Can pirates mount violent attacks against CBIR systems by carefully studying the technology they use? This paper is an initial analysis of the security flaws of the typical technology blocks used in state-of-the-art CBIR systems. It is so far too early to draw any definitive conclusion about their inherent security, but it motivates and encourages further studies on this topic.
Keywords
content-based retrieval; data privacy; image retrieval; content-based image retrieval systems; filtering mechanism; multimedia content piracy; security flaws; PSNR; Robustness; Security;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing (MMSP), 2010 IEEE International Workshop on
Conference_Location
Saint Malo
Print_ISBN
978-1-4244-8110-1
Electronic_ISBN
978-1-4244-8111-8
Type
conf
DOI
10.1109/MMSP.2010.5661993
Filename
5661993
Link To Document