Anonymizing multimedia documents

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dc.contributor.author Haraty, Ramzi
dc.contributor.author Al Bouna, Bechara
dc.contributor.author Raad, Eliana J.
dc.contributor.author Chbeir, Richard
dc.contributor.author Elia, Charbel
dc.date.accessioned 2016-11-30T13:10:36Z
dc.date.available 2016-11-30T13:10:36Z
dc.date.copyright 2016 en_US
dc.identifier.issn 1386-145X en_US
dc.identifier.uri http://hdl.handle.net/10725/4862
dc.description.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 de-linkability, a privacy-preserving constraint to bound the amount of information outsourced that can be used to re-identify individuals. We provide a sanitizing MD∗-algorithm to enforce de-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. en_US
dc.language.iso en en_US
dc.title Anonymizing multimedia documents en_US
dc.type Article en_US
dc.description.version Published en_US
dc.author.school SAS en_US
dc.author.idnumber 199729410 en_US
dc.author.department Computer Science and Mathematics en_US
dc.description.embargo N/A en_US
dc.relation.journal World Wide Web en_US
dc.journal.volume 19 en_US
dc.journal.issue 1 en_US
dc.article.pages 135-155 en_US
dc.keywords Data privacy en_US
dc.keywords Anonymity en_US
dc.keywords De-linkability en_US
dc.keywords Multimedia document en_US
dc.identifier.doi http://dx.doi.org/10.1007/s11280-015-0327-3 en_US
dc.identifier.ctation Al Bouna, B., Raad, E. J., Chbeir, R., Elia, C., & Haraty, R. (2016). Anonymizing multimedia documents. World Wide Web, 19(1), 135-155. en_US
dc.author.email rharaty@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://link.springer.com/article/10.1007/s11280-015-0327-3 en_US
dc.orcid.id https://orcid.org/0000-0002-6978-3627
dc.author.affiliation Lebanese American University en_US

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