(k, l)-Clustering for Transactional Data Streams Anonymization

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dc.contributor.author Haraty, Ramzi
dc.contributor.author Tekli, Jimmy
dc.contributor.author Al Bouna, Bechara
dc.contributor.author Issa, Youssef Bou
dc.contributor.author Kamradt, Marc
dc.contributor.editor Su, Chunhua
dc.contributor.editor Kikuchi, Hiroaki
dc.date.accessioned 2019-03-18T12:08:48Z
dc.date.available 2019-03-18T12:08:48Z
dc.date.copyright 2018 en_US
dc.date.issued 2019-03-18
dc.identifier.isbn 9783319998077 en_US
dc.identifier.uri http://hdl.handle.net/10725/10229
dc.description.abstract In this paper, we address the correlation problem in the anonymization of transactional data streams. We propose a bucketization-based technique, entitled (k, l)-clustering to prevent such privacy breaches by ensuring that the same k individuals remain grouped together over the entire anonymized stream. We evaluate our algorithm in terms of utility by considering two different (k, l)-clustering approaches. en_US
dc.language.iso en en_US
dc.publisher Springer en_US
dc.subject Computer security -- Congresses en_US
dc.subject Computer networks -- Security measures -- Congresses en_US
dc.title (k, l)-Clustering for Transactional Data Streams Anonymization en_US
dc.type Conference Paper / Proceeding 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.physdesc cxiv, 624 pages : illustrations en_US
dc.publication.place Cham, Switzerland en_US
dc.keywords Data privacy en_US
dc.keywords Data stream en_US
dc.keywords Correlation en_US
dc.keywords Anonymization en_US
dc.description.bibliographiccitations Includes bibliographical references. en_US
dc.identifier.doi https://doi.org/10.1007/978-3-319-99807-7_35 en_US
dc.identifier.ctation Tekli, J., Al Bouna, B., Issa, Y. B., Kamradt, M., & Haraty, R. (2018, September). (k, l)-Clustering for Transactional Data Streams Anonymization. In International Conference on Information Security Practice and Experience (pp. 544-556). Springer, Cham. en_US
dc.author.email rharaty@lau.edu.lb en_US
dc.conference.date September 25-27, 2018 en_US
dc.conference.pages 544-556 en_US
dc.conference.place Tokyo, Japan en_US
dc.conference.subtitle 14th International Conference, ISPEC 2018, Tokyo, Japan, September 25-27, 2018, proceedings en_US
dc.conference.title Information security practice and experience en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url https://link.springer.com/chapter/10.1007/978-3-319-99807-7_35 en_US
dc.note Part of the Lecture Notes in Computer Science book series (LNCS, volume 11125) en_US
dc.orcid.id https://orcid.org/0000-0002-6978-3627 en_US
dc.publication.date 2018 en_US
dc.author.affiliation Lebanese American University en_US

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