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dc.contributor.authorReza, Khondker Jahid
dc.contributor.authorIslam, Md Zahidul
dc.contributor.authorEstivill-Castro, Vladimir
dc.contributor.editorDiVimercati, SD
dc.contributor.editorMartinelli, F
dc.date.accessioned2017-12-10T23:13:56Z
dc.date.available2017-12-10T23:13:56Z
dc.date.issued2017
dc.identifier.issn1868-4238
dc.identifier.doi10.1007/978-3-319-58469-0_8
dc.identifier.urihttp://hdl.handle.net/10072/355440
dc.description.abstractThe possibility that an unauthorised agent is able to infer a user’s hidden information (an attribute’s value) is known as attribute inference risk. It is one of the privacy issues for Facebook users in recent times. An existing technique [1] provides privacy by suppressing users’ attribute values from their profiles. However, suppression of an attribute value sometimes is not enough to secure a user’s confidential information. In this paper, we experimentally demonstrate that (after taking necessary steps on attribute values) a user’s sensitive information can still be inferred through his/her friendship information. We evaluated our approach experimentally on two datasets. We propose 3LP, a new three layers protection technique, to provide privacy protection to users of on-line social networks.
dc.description.peerreviewedYes
dc.languageEnglish
dc.language.isoeng
dc.publisherSpringer
dc.relation.ispartofpagefrom108
dc.relation.ispartofpageto123
dc.relation.ispartofjournalIFIP Advances in Information and Communication Technology
dc.relation.ispartofvolume502
dc.subject.fieldofresearchPattern Recognition and Data Mining
dc.subject.fieldofresearchInformation Systems
dc.subject.fieldofresearchcode080109
dc.subject.fieldofresearchcode0806
dc.title3LP: Three Layers of Protection for Individual Privacy in Facebook
dc.typeJournal article
dc.type.descriptionC1 - Articles
dc.type.codeC - Journal Articles
gro.rights.copyrightCopyright IFIP, 2017. This is the author's version of the work. It is posted here by permission of IFIP for your personal use. Not for redistribution. The definitive version was published in IFIP Advances in Information and Communication Technology, 502, 2017(Boston: Springer), 108-123.
gro.hasfulltextNo Full Text
gro.griffith.authorEstivill-Castro, Vladimir


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