Mecanismo de preservação de privacidade do usuário em ambientes IoT

Detalhes bibliográficos
Ano de defesa: 2018
Autor(a) principal: Couto, Fagner Roger Pereira
Orientador(a): Zorzo, Sérgio Donizetti lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de São Carlos
Câmpus São Carlos
Programa de Pós-Graduação: Programa de Pós-Graduação em Ciência da Computação - PPGCC
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.ufscar.br/handle/20.500.14289/11010
Resumo: The Internet of Things (IoT) is considered one of the emerging technologies in the area of information technology. The use of this technology provides an improvement to the population by providing better transportation systems, health and electrical infrastructure, among others. However, collecting information in these spaces can cause serious damage to the user’s privacy, which is one of the challenges to be overcome by IoT. In some scenarios, the user may provide personal information without being aware of the risks to their privacy. Cryptographic primitives with a high computational cost are used to maintain the privacy of users in IoT environments, but they are not applicable to all devices due to their heterogeneity. In this context, this work proposes a mechanism of preservation of privacy that aims to mediate the information exchanges that occur in IoT environments. This proposal was based on a research done with users that aimed to validate the characteristics and functionalities of a mechanism with these objectives. The privacy preservation mechanism was developed as an application to provide ease in user interaction with IoT environments. The validation of the application was performed by an experiment with the users, where they were submitted to several IoT scenarios. The results show that, with the use of the mechanism, users feel more comfortable with the availability of their data in these environments. The learning process of application privacy preferences obtained a success rate of 88.62% in the predicted scenarios and is considered satisfactory for decision making procedures for the provision of personal information.
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spelling Couto, Fagner Roger PereiraZorzo, Sérgio Donizettihttp://lattes.cnpq.br/2523715806470871http://lattes.cnpq.br/05203760306818306367fdbb-d9df-4144-813e-cf245fefb6262019-02-19T17:15:53Z2019-02-19T17:15:53Z2018-08-28COUTO, Fagner Roger Pereira. Mecanismo de preservação de privacidade do usuário em ambientes IoT. 2018. Dissertação (Mestrado em Ciência da Computação) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/11010.https://repositorio.ufscar.br/handle/20.500.14289/11010The Internet of Things (IoT) is considered one of the emerging technologies in the area of information technology. The use of this technology provides an improvement to the population by providing better transportation systems, health and electrical infrastructure, among others. However, collecting information in these spaces can cause serious damage to the user’s privacy, which is one of the challenges to be overcome by IoT. In some scenarios, the user may provide personal information without being aware of the risks to their privacy. Cryptographic primitives with a high computational cost are used to maintain the privacy of users in IoT environments, but they are not applicable to all devices due to their heterogeneity. In this context, this work proposes a mechanism of preservation of privacy that aims to mediate the information exchanges that occur in IoT environments. This proposal was based on a research done with users that aimed to validate the characteristics and functionalities of a mechanism with these objectives. The privacy preservation mechanism was developed as an application to provide ease in user interaction with IoT environments. The validation of the application was performed by an experiment with the users, where they were submitted to several IoT scenarios. The results show that, with the use of the mechanism, users feel more comfortable with the availability of their data in these environments. The learning process of application privacy preferences obtained a success rate of 88.62% in the predicted scenarios and is considered satisfactory for decision making procedures for the provision of personal information.A Internet das Coisas (IoT) é considerada umas das tecnologias emergentes na área de tecnologia da informação. A utilização dessa tecnologia proporciona uma melhoria para a população fornecendo melhores sistemas de transportes, saúde e infraestrutura elétrica, dentre outras. No entanto, a coleta de informações nesses espaços podem trazer sérios prejuízos à privacidade do usuário, o que representa um dos desafios a serem superados pela IoT. Em alguns cenários, o usuário pode fornecer informações pessoais sem estar ciente dos riscos a sua privacidade. Primitivas criptográficas com um alto custo computacional são utilizadas para manter a privacidade dos usuários em ambientes IoT, mas não são aplicáveis a todos os dispositivos, devido à heterogeneidade dos mesmos. Neste contexto, esse trabalho propõe um mecanismo de preservação de privacidade que objetiva mediar as trocas de informações que ocorrem em ambientes IoT. Esta proposta foi fundamentada por uma pesquisa realizada junto a usuários que visou validar as características e funcionalidades de um mecanismo com esses objetivos. O mecanismo de preservação de privacidade foi desenvolvido como um aplicativo para fornecer uma facilidade na interação do usuário com os ambientes IoT. A validação do aplicativo foi realizado por um experimento com os usuários, onde foram submetidos a vários cenários IoT. Os resultados evidenciam que, com a utilização do mecanismo, os usuários sentem-se mais confortáveis com a disponibilização de seus dados nesses ambientes. O processo de aprendizagem de preferências de privacidade do aplicativo obteve um percentual de acerto de 88,62% nos cenários previstos, sendo considerado satisfatório para processos decisórios de disponibilização de informações pessoais.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Ciência da Computação - PPGCCUFSCarInternet das coisasPrivacidadePreferências de privacidadeInternet of thingsPrivacyPrivacy preferencesCIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAOMecanismo de preservação de privacidade do usuário em ambientes IoTinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisOnline600101cf4fb-05d2-4cca-b01c-3ed638f945e3info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALCoutoFagnerRoger.pdfCoutoFagnerRoger.pdfDissertaçãoapplication/pdf4150986https://repositorio.ufscar.br/bitstreams/bdd668f2-266f-44d3-b31c-2b07662e55f9/downloada6f7cd8dcf550ec631a7000fe7549cfdMD51trueAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://repositorio.ufscar.br/bitstreams/3c79eef1-ca0e-41c5-982b-3b7ba388374d/downloadae0398b6f8b235e40ad82cba6c50031dMD53falseAnonymousREADTEXTCoutoFagnerRoger.pdf.txtCoutoFagnerRoger.pdf.txtExtracted texttext/plain159289https://repositorio.ufscar.br/bitstreams/63478730-dc3e-46e3-8af1-d60a6deebdd3/download664f7c1f779c15f7f38abb1908f9015cMD56falseAnonymousREADTHUMBNAILCoutoFagnerRoger.pdf.jpgCoutoFagnerRoger.pdf.jpgIM Thumbnailimage/jpeg7431https://repositorio.ufscar.br/bitstreams/e25af9f1-a60a-4007-ba30-64f52f81d309/downloadf251b9845e6fb667d7689676bd589405MD57falseAnonymousREAD20.500.14289/110102025-02-05 18:05:24.295Acesso abertoopen.accessoai:repositorio.ufscar.br:20.500.14289/11010https://repositorio.ufscar.brRepositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestrepositorio.sibi@ufscar.bropendoar:43222025-02-05T21:05:24Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)falseTElDRU7Dh0EgREUgRElTVFJJQlVJw4fDg08gTsODTy1FWENMVVNJVkEKCkNvbSBhIGFwcmVzZW50YcOnw6NvIGRlc3RhIGxpY2Vuw6dhLCB2b2PDqiAobyBhdXRvciAoZXMpIG91IG8gdGl0dWxhciBkb3MgZGlyZWl0b3MgZGUgYXV0b3IpIGNvbmNlZGUgw6AgVW5pdmVyc2lkYWRlCkZlZGVyYWwgZGUgU8OjbyBDYXJsb3MgbyBkaXJlaXRvIG7Do28tZXhjbHVzaXZvIGRlIHJlcHJvZHV6aXIsICB0cmFkdXppciAoY29uZm9ybWUgZGVmaW5pZG8gYWJhaXhvKSwgZS9vdQpkaXN0cmlidWlyIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAoaW5jbHVpbmRvIG8gcmVzdW1vKSBwb3IgdG9kbyBvIG11bmRvIG5vIGZvcm1hdG8gaW1wcmVzc28gZSBlbGV0csO0bmljbyBlCmVtIHF1YWxxdWVyIG1laW8sIGluY2x1aW5kbyBvcyBmb3JtYXRvcyDDoXVkaW8gb3UgdsOtZGVvLgoKVm9jw6ogY29uY29yZGEgcXVlIGEgVUZTQ2FyIHBvZGUsIHNlbSBhbHRlcmFyIG8gY29udGXDumRvLCB0cmFuc3BvciBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28KcGFyYSBxdWFscXVlciBtZWlvIG91IGZvcm1hdG8gcGFyYSBmaW5zIGRlIHByZXNlcnZhw6fDo28uCgpWb2PDqiB0YW1iw6ltIGNvbmNvcmRhIHF1ZSBhIFVGU0NhciBwb2RlIG1hbnRlciBtYWlzIGRlIHVtYSBjw7NwaWEgYSBzdWEgdGVzZSBvdQpkaXNzZXJ0YcOnw6NvIHBhcmEgZmlucyBkZSBzZWd1cmFuw6dhLCBiYWNrLXVwIGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIGRlY2xhcmEgcXVlIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyDDqSBvcmlnaW5hbCBlIHF1ZSB2b2PDqiB0ZW0gbyBwb2RlciBkZSBjb25jZWRlciBvcyBkaXJlaXRvcyBjb250aWRvcwpuZXN0YSBsaWNlbsOnYS4gVm9jw6ogdGFtYsOpbSBkZWNsYXJhIHF1ZSBvIGRlcMOzc2l0byBkYSBzdWEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvIG7Do28sIHF1ZSBzZWphIGRlIHNldQpjb25oZWNpbWVudG8sIGluZnJpbmdlIGRpcmVpdG9zIGF1dG9yYWlzIGRlIG5pbmd1w6ltLgoKQ2FzbyBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gY29udGVuaGEgbWF0ZXJpYWwgcXVlIHZvY8OqIG7Do28gcG9zc3VpIGEgdGl0dWxhcmlkYWRlIGRvcyBkaXJlaXRvcyBhdXRvcmFpcywgdm9jw6oKZGVjbGFyYSBxdWUgb2J0ZXZlIGEgcGVybWlzc8OjbyBpcnJlc3RyaXRhIGRvIGRldGVudG9yIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBwYXJhIGNvbmNlZGVyIMOgIFVGU0NhcgpvcyBkaXJlaXRvcyBhcHJlc2VudGFkb3MgbmVzdGEgbGljZW7Dp2EsIGUgcXVlIGVzc2UgbWF0ZXJpYWwgZGUgcHJvcHJpZWRhZGUgZGUgdGVyY2Vpcm9zIGVzdMOhIGNsYXJhbWVudGUKaWRlbnRpZmljYWRvIGUgcmVjb25oZWNpZG8gbm8gdGV4dG8gb3Ugbm8gY29udGXDumRvIGRhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBvcmEgZGVwb3NpdGFkYS4KCkNBU08gQSBURVNFIE9VIERJU1NFUlRBw4fDg08gT1JBIERFUE9TSVRBREEgVEVOSEEgU0lETyBSRVNVTFRBRE8gREUgVU0gUEFUUk9Dw41OSU8gT1UKQVBPSU8gREUgVU1BIEFHw4pOQ0lBIERFIEZPTUVOVE8gT1UgT1VUUk8gT1JHQU5JU01PIFFVRSBOw4NPIFNFSkEgQSBVRlNDYXIsClZPQ8OKIERFQ0xBUkEgUVVFIFJFU1BFSVRPVSBUT0RPUyBFIFFVQUlTUVVFUiBESVJFSVRPUyBERSBSRVZJU8ODTyBDT01PClRBTULDiU0gQVMgREVNQUlTIE9CUklHQcOHw5VFUyBFWElHSURBUyBQT1IgQ09OVFJBVE8gT1UgQUNPUkRPLgoKQSBVRlNDYXIgc2UgY29tcHJvbWV0ZSBhIGlkZW50aWZpY2FyIGNsYXJhbWVudGUgbyBzZXUgbm9tZSAocykgb3UgbyhzKSBub21lKHMpIGRvKHMpCmRldGVudG9yKGVzKSBkb3MgZGlyZWl0b3MgYXV0b3JhaXMgZGEgdGVzZSBvdSBkaXNzZXJ0YcOnw6NvLCBlIG7Do28gZmFyw6EgcXVhbHF1ZXIgYWx0ZXJhw6fDo28sIGFsw6ltIGRhcXVlbGFzCmNvbmNlZGlkYXMgcG9yIGVzdGEgbGljZW7Dp2EuCg==
dc.title.por.fl_str_mv Mecanismo de preservação de privacidade do usuário em ambientes IoT
title Mecanismo de preservação de privacidade do usuário em ambientes IoT
spellingShingle Mecanismo de preservação de privacidade do usuário em ambientes IoT
Couto, Fagner Roger Pereira
Internet das coisas
Privacidade
Preferências de privacidade
Internet of things
Privacy
Privacy preferences
CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
title_short Mecanismo de preservação de privacidade do usuário em ambientes IoT
title_full Mecanismo de preservação de privacidade do usuário em ambientes IoT
title_fullStr Mecanismo de preservação de privacidade do usuário em ambientes IoT
title_full_unstemmed Mecanismo de preservação de privacidade do usuário em ambientes IoT
title_sort Mecanismo de preservação de privacidade do usuário em ambientes IoT
author Couto, Fagner Roger Pereira
author_facet Couto, Fagner Roger Pereira
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/0520376030681830
dc.contributor.author.fl_str_mv Couto, Fagner Roger Pereira
dc.contributor.advisor1.fl_str_mv Zorzo, Sérgio Donizetti
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/2523715806470871
dc.contributor.authorID.fl_str_mv 6367fdbb-d9df-4144-813e-cf245fefb626
contributor_str_mv Zorzo, Sérgio Donizetti
dc.subject.por.fl_str_mv Internet das coisas
Privacidade
Preferências de privacidade
topic Internet das coisas
Privacidade
Preferências de privacidade
Internet of things
Privacy
Privacy preferences
CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
dc.subject.eng.fl_str_mv Internet of things
Privacy
Privacy preferences
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
description The Internet of Things (IoT) is considered one of the emerging technologies in the area of information technology. The use of this technology provides an improvement to the population by providing better transportation systems, health and electrical infrastructure, among others. However, collecting information in these spaces can cause serious damage to the user’s privacy, which is one of the challenges to be overcome by IoT. In some scenarios, the user may provide personal information without being aware of the risks to their privacy. Cryptographic primitives with a high computational cost are used to maintain the privacy of users in IoT environments, but they are not applicable to all devices due to their heterogeneity. In this context, this work proposes a mechanism of preservation of privacy that aims to mediate the information exchanges that occur in IoT environments. This proposal was based on a research done with users that aimed to validate the characteristics and functionalities of a mechanism with these objectives. The privacy preservation mechanism was developed as an application to provide ease in user interaction with IoT environments. The validation of the application was performed by an experiment with the users, where they were submitted to several IoT scenarios. The results show that, with the use of the mechanism, users feel more comfortable with the availability of their data in these environments. The learning process of application privacy preferences obtained a success rate of 88.62% in the predicted scenarios and is considered satisfactory for decision making procedures for the provision of personal information.
publishDate 2018
dc.date.issued.fl_str_mv 2018-08-28
dc.date.accessioned.fl_str_mv 2019-02-19T17:15:53Z
dc.date.available.fl_str_mv 2019-02-19T17:15:53Z
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dc.identifier.citation.fl_str_mv COUTO, Fagner Roger Pereira. Mecanismo de preservação de privacidade do usuário em ambientes IoT. 2018. Dissertação (Mestrado em Ciência da Computação) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/11010.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/20.500.14289/11010
identifier_str_mv COUTO, Fagner Roger Pereira. Mecanismo de preservação de privacidade do usuário em ambientes IoT. 2018. Dissertação (Mestrado em Ciência da Computação) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/20.500.14289/11010.
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Câmpus São Carlos
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