Assuring data privacy with PRIVAS - a tool for data publishers

Detalhes bibliográficos
Autor(a) principal: Miguel, Joana
Data de Publicação: 2019
Outros Autores: Pereira, Maria João, Henriques, Pedro, Berón, Mario
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10198/23118
Resumo: The technology of nowadays allows to easily extract, store, process and use information about individuals and organizations. The increase of the amount of data collected and its value to our society was, at first, a great advance that could be used to optimize processes, find solutions and support decisions but also brought new problems related with lack of privacy and malicious attacks to confidential information. In this paper, a tool to anonymize databases is presented. It can be used by data publishers to protect information from attacks controlling the desired privacy level and the data usefulness. In order to specify these requirements a DSL (PrivasL) is used and the automatization of repository transformation, that is based on language processing techniques, is the novelty of this work.
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spelling Assuring data privacy with PRIVAS - a tool for data publishersPrivacyRepositoriesPPDPAnonymizationDSLThe technology of nowadays allows to easily extract, store, process and use information about individuals and organizations. The increase of the amount of data collected and its value to our society was, at first, a great advance that could be used to optimize processes, find solutions and support decisions but also brought new problems related with lack of privacy and malicious attacks to confidential information. In this paper, a tool to anonymize databases is presented. It can be used by data publishers to protect information from attacks controlling the desired privacy level and the data usefulness. In order to specify these requirements a DSL (PrivasL) is used and the automatization of repository transformation, that is based on language processing techniques, is the novelty of this work.FCT – Fundação para a Ciência e Tecnologia within the Project Scope: UID/CEC/00319/2019.IADISBiblioteca Digital do IPBMiguel, JoanaPereira, Maria JoãoHenriques, PedroBerón, Mario2021-01-26T11:39:22Z20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10198/23118engMiguel, Joana; Pereira, Maria João; Henriques, Pedro; Berón, Mario (2019). Assuring data privacy with PRIVAS - a tool for data publishers. IADIS International Journal on Computer Science and Information Systems. 14:2, p. 41-58info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-21T10:50:48Zoai:bibliotecadigital.ipb.pt:10198/23118Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T23:13:50.968078Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Assuring data privacy with PRIVAS - a tool for data publishers
title Assuring data privacy with PRIVAS - a tool for data publishers
spellingShingle Assuring data privacy with PRIVAS - a tool for data publishers
Miguel, Joana
Privacy
Repositories
PPDP
Anonymization
DSL
title_short Assuring data privacy with PRIVAS - a tool for data publishers
title_full Assuring data privacy with PRIVAS - a tool for data publishers
title_fullStr Assuring data privacy with PRIVAS - a tool for data publishers
title_full_unstemmed Assuring data privacy with PRIVAS - a tool for data publishers
title_sort Assuring data privacy with PRIVAS - a tool for data publishers
author Miguel, Joana
author_facet Miguel, Joana
Pereira, Maria João
Henriques, Pedro
Berón, Mario
author_role author
author2 Pereira, Maria João
Henriques, Pedro
Berón, Mario
author2_role author
author
author
dc.contributor.none.fl_str_mv Biblioteca Digital do IPB
dc.contributor.author.fl_str_mv Miguel, Joana
Pereira, Maria João
Henriques, Pedro
Berón, Mario
dc.subject.por.fl_str_mv Privacy
Repositories
PPDP
Anonymization
DSL
topic Privacy
Repositories
PPDP
Anonymization
DSL
description The technology of nowadays allows to easily extract, store, process and use information about individuals and organizations. The increase of the amount of data collected and its value to our society was, at first, a great advance that could be used to optimize processes, find solutions and support decisions but also brought new problems related with lack of privacy and malicious attacks to confidential information. In this paper, a tool to anonymize databases is presented. It can be used by data publishers to protect information from attacks controlling the desired privacy level and the data usefulness. In order to specify these requirements a DSL (PrivasL) is used and the automatization of repository transformation, that is based on language processing techniques, is the novelty of this work.
publishDate 2019
dc.date.none.fl_str_mv 2019
2019-01-01T00:00:00Z
2021-01-26T11:39:22Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10198/23118
url http://hdl.handle.net/10198/23118
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Miguel, Joana; Pereira, Maria João; Henriques, Pedro; Berón, Mario (2019). Assuring data privacy with PRIVAS - a tool for data publishers. IADIS International Journal on Computer Science and Information Systems. 14:2, p. 41-58
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv IADIS
publisher.none.fl_str_mv IADIS
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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