Title
Anonymizing multimedia documents
Abstract
Multimedia documents sharing and outsourcing have become part of the routine activity of many individuals and companies. Such data sharing puts at risk the privacy of individuals, whose identities need to be kept secret, when adversaries get the ability to associate the multimedia document’s content to possible trail of information left behind by the individual. In this paper, we propose -linkability, a privacy-preserving constraint to bound the amount of information outsourced that can be used to re-identify individuals. We provide a sanitizing -algorithm to enforce -linkability along with a utility function to evaluate the utility of multimedia documents that is preserved after the sanitizing process. A set of experiments are elaborated to demonstrate the efficiency of our technique.
Year
DOI
Venue
2016
10.1007/s11280-015-0327-3
World Wide Web
Keywords
Field
DocType
Data privacy,Anonymity,De-linkability,Multimedia document
Data mining,World Wide Web,Internet privacy,Computer science,Data sharing,k-anonymity,Outsourcing,Anonymity,Multimedia document,Information privacy,Multimedia
Journal
Volume
Issue
ISSN
19
1
1386-145X
Citations 
PageRank 
References 
1
0.36
25
Authors
5
Name
Order
Citations
PageRank
Béchara Al Bouna14511.20
Eliana J. Raad251.46
Richard Chbeir369182.42
Charbel Elia440.74
Ramzi A. Haraty511526.90