Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal

Detalhes bibliográficos
Ano de defesa: 2017
Autor(a) principal: Azambuja, Antonio Jo??o Gon??alves de lattes
Orientador(a): Souza Neto, Jo??o
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Cat??lica de Bras??lia
Programa de Pós-Graduação: Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o
Departamento: Escola de Educa????o, Tecnologia e Comunica????o
País: Brasil
Palavras-chave em Português:
Seguran??a cibern??tica
Seguran??a da informa????o
Estrat??gia de seguran??a cibern??tica
Área do conhecimento CNPq:
CIENCIA DA INFORMACAO
Resumo em Inglês: This paper presents a Cybersecurity maturity model for the agencies of the Brazilian Federal Public Administration. Qualitative research was conducted to analyze the Cybersecurity maturity models found in the literature, which were the basis for the development of the Cybersecurity maturity model proposed. To analyze, understand and interpret the qualitative material, the technical procedures used were content analysis and an online questionnaire. The content analysis was divided in pre-analysis phase, that consisted in the selection of relevant information, in the exploration phase, which organized the common areas between the models and in the results phase, which allowed the definition of areas for the model proposed. The application of the model was done through an online questionnaire, that had the participation of the agencies of the Federal Public Administration. The results obtained showed that, in general, the agencies surveyed have a low maturity in Cybersecurity. This research is aligned with objective VII of Information Security Strategy and Communications and Cybersecurity of the Brazilian Federal Public Administration (BRAZIL, 2015). The proposed model meets the general objective of the research, contributing to the improvement of Cybersecurity in Brazil.
Link de acesso: https://bdtd.ucb.br:8443/jspui/handle/tede/2229
Resumo: This paper presents a Cybersecurity maturity model for the agencies of the Brazilian Federal Public Administration. Qualitative research was conducted to analyze the Cybersecurity maturity models found in the literature, which were the basis for the development of the Cybersecurity maturity model proposed. To analyze, understand and interpret the qualitative material, the technical procedures used were content analysis and an online questionnaire. The content analysis was divided in pre-analysis phase, that consisted in the selection of relevant information, in the exploration phase, which organized the common areas between the models and in the results phase, which allowed the definition of areas for the model proposed. The application of the model was done through an online questionnaire, that had the participation of the agencies of the Federal Public Administration. The results obtained showed that, in general, the agencies surveyed have a low maturity in Cybersecurity. This research is aligned with objective VII of Information Security Strategy and Communications and Cybersecurity of the Brazilian Federal Public Administration (BRAZIL, 2015). The proposed model meets the general objective of the research, contributing to the improvement of Cybersecurity in Brazil.
id UCB_383ada565cfb31289ea20ee6afb13aa8
oai_identifier_str oai:bdtd.ucb.br:tede/2229
network_acronym_str UCB
network_name_str Biblioteca Digital de Teses e Dissertações da UCB
spelling Souza Neto, Jo??ohttp://lattes.cnpq.br/8746952829228954Azambuja, Antonio Jo??o Gon??alves de2017-08-16T14:55:05Z2017-06-21AZAMBUJA, Antonio Jo??o Gon??alves de. Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal. 2017. 164 f. Disserta????o (Programa Stricto Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017.https://bdtd.ucb.br:8443/jspui/handle/tede/2229This paper presents a Cybersecurity maturity model for the agencies of the Brazilian Federal Public Administration. Qualitative research was conducted to analyze the Cybersecurity maturity models found in the literature, which were the basis for the development of the Cybersecurity maturity model proposed. To analyze, understand and interpret the qualitative material, the technical procedures used were content analysis and an online questionnaire. The content analysis was divided in pre-analysis phase, that consisted in the selection of relevant information, in the exploration phase, which organized the common areas between the models and in the results phase, which allowed the definition of areas for the model proposed. The application of the model was done through an online questionnaire, that had the participation of the agencies of the Federal Public Administration. The results obtained showed that, in general, the agencies surveyed have a low maturity in Cybersecurity. This research is aligned with objective VII of Information Security Strategy and Communications and Cybersecurity of the Brazilian Federal Public Administration (BRAZIL, 2015). The proposed model meets the general objective of the research, contributing to the improvement of Cybersecurity in Brazil.Este trabalho apresenta um modelo de maturidade de Seguran??a Cibern??tica para os ??rg??os da Administra????o P??blica Federal. Foi realizada uma pesquisa qualitativa para analisar os modelos de maturidade de Seguran??a Cibern??tica encontrados na literatura, que foram a base para o desenvolvimento do modelo de maturidade de Seguran??a Cibern??tica proposto. Para analisar, compreender e interpretar o material qualitativo, os procedimentos t??cnicos utilizados foram a an??lise de conte??do e o question??rio online. A an??lise de conte??do foi dividida na fase de pr??-an??lise, com a sele????o do material, na fase de explora????o do material, que possibilitou a organiza????o dos dom??nios comuns entre os modelos e na fase de tratamento dos resultados, que permitiu a defini????o dos dom??nios para o modelo proposto. A aplica????o do modelo foi realizada por meio do question??rio online, que teve a participa????o de ??rg??os da Administra????o P??blica Federal. Os resultados obtidos demonstraram que, no geral, h?? baixa maturidade dos ??rg??os pesquisados em Seguran??a Cibern??tica. A pesquisa est?? alinhada com o objetivo VII da Estrat??gia de Seguran??a da Informa????o e Comunica????es e de Seguran??a Cibern??tica da Administra????o P??blica Federal (BRASIL, 2015). O modelo proposto atende o objetivo geral da pesquisa, contribuindo para o aprimoramento da Seguran??a Cibern??tica no Brasil.Submitted by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-08-16T14:54:54Z No. of bitstreams: 1 AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf: 1936709 bytes, checksum: 767ed5dcc187c001d9b86efe7d375ab7 (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-08-16T14:55:05Z (GMT) No. of bitstreams: 1 AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf: 1936709 bytes, checksum: 767ed5dcc187c001d9b86efe7d375ab7 (MD5)Made available in DSpace on 2017-08-16T14:55:05Z (GMT). No. of bitstreams: 1 AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf: 1936709 bytes, checksum: 767ed5dcc187c001d9b86efe7d375ab7 (MD5) Previous issue date: 2017-06-21application/pdfhttps://bdtd.ucb.br:8443/jspui/retrieve/4959/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.jpgporUniversidade Cat??lica de Bras??liaPrograma Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????oUCBBrasilEscola de Educa????o, Tecnologia e Comunica????oSeguran??a cibern??ticaSeguran??a da informa????oEstrat??gia de seguran??a cibern??ticaCIENCIA DA INFORMACAOModelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federalinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UCBinstname:Universidade Católica de Brasíliainstacron:UCBTHUMBNAILAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.jpgAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.jpgimage/jpeg5600https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/4/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.jpg83a210006e69b9158f448e78fd3f370bMD54TEXTAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.txtAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.txttext/plain310493https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/3/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.txt2d60417e0c6d2eea8da50f29398b20ceMD53ORIGINALAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdfAntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdfapplication/pdf1936709https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/2/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf767ed5dcc187c001d9b86efe7d375ab7MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82122https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/1/license.txt302d2cd6169132532f8ce4ab3974cba3MD51tede/2229oai:bdtd.ucb.br:tede/22292017-08-17 01:03:35.877Biblioteca Digital de Disserta????es da Universidade Cat??lica de Bras??lia - UCBsdi@ucb.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
dc.title.por.fl_str_mv Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
title Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
spellingShingle Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
Azambuja, Antonio Jo??o Gon??alves de
Seguran??a cibern??tica
Seguran??a da informa????o
Estrat??gia de seguran??a cibern??tica
CIENCIA DA INFORMACAO
title_short Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
title_full Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
title_fullStr Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
title_full_unstemmed Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
title_sort Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal
author Azambuja, Antonio Jo??o Gon??alves de
author_facet Azambuja, Antonio Jo??o Gon??alves de
author_role author
dc.contributor.advisor1.fl_str_mv Souza Neto, Jo??o
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8746952829228954
dc.contributor.author.fl_str_mv Azambuja, Antonio Jo??o Gon??alves de
contributor_str_mv Souza Neto, Jo??o
dc.subject.por.fl_str_mv Seguran??a cibern??tica
Seguran??a da informa????o
Estrat??gia de seguran??a cibern??tica
topic Seguran??a cibern??tica
Seguran??a da informa????o
Estrat??gia de seguran??a cibern??tica
CIENCIA DA INFORMACAO
dc.subject.cnpq.fl_str_mv CIENCIA DA INFORMACAO
dc.description.abstract.eng.fl_txt_mv This paper presents a Cybersecurity maturity model for the agencies of the Brazilian Federal Public Administration. Qualitative research was conducted to analyze the Cybersecurity maturity models found in the literature, which were the basis for the development of the Cybersecurity maturity model proposed. To analyze, understand and interpret the qualitative material, the technical procedures used were content analysis and an online questionnaire. The content analysis was divided in pre-analysis phase, that consisted in the selection of relevant information, in the exploration phase, which organized the common areas between the models and in the results phase, which allowed the definition of areas for the model proposed. The application of the model was done through an online questionnaire, that had the participation of the agencies of the Federal Public Administration. The results obtained showed that, in general, the agencies surveyed have a low maturity in Cybersecurity. This research is aligned with objective VII of Information Security Strategy and Communications and Cybersecurity of the Brazilian Federal Public Administration (BRAZIL, 2015). The proposed model meets the general objective of the research, contributing to the improvement of Cybersecurity in Brazil.
dc.description.abstract.por.fl_txt_mv Este trabalho apresenta um modelo de maturidade de Seguran??a Cibern??tica para os ??rg??os da Administra????o P??blica Federal. Foi realizada uma pesquisa qualitativa para analisar os modelos de maturidade de Seguran??a Cibern??tica encontrados na literatura, que foram a base para o desenvolvimento do modelo de maturidade de Seguran??a Cibern??tica proposto. Para analisar, compreender e interpretar o material qualitativo, os procedimentos t??cnicos utilizados foram a an??lise de conte??do e o question??rio online. A an??lise de conte??do foi dividida na fase de pr??-an??lise, com a sele????o do material, na fase de explora????o do material, que possibilitou a organiza????o dos dom??nios comuns entre os modelos e na fase de tratamento dos resultados, que permitiu a defini????o dos dom??nios para o modelo proposto. A aplica????o do modelo foi realizada por meio do question??rio online, que teve a participa????o de ??rg??os da Administra????o P??blica Federal. Os resultados obtidos demonstraram que, no geral, h?? baixa maturidade dos ??rg??os pesquisados em Seguran??a Cibern??tica. A pesquisa est?? alinhada com o objetivo VII da Estrat??gia de Seguran??a da Informa????o e Comunica????es e de Seguran??a Cibern??tica da Administra????o P??blica Federal (BRASIL, 2015). O modelo proposto atende o objetivo geral da pesquisa, contribuindo para o aprimoramento da Seguran??a Cibern??tica no Brasil.
description This paper presents a Cybersecurity maturity model for the agencies of the Brazilian Federal Public Administration. Qualitative research was conducted to analyze the Cybersecurity maturity models found in the literature, which were the basis for the development of the Cybersecurity maturity model proposed. To analyze, understand and interpret the qualitative material, the technical procedures used were content analysis and an online questionnaire. The content analysis was divided in pre-analysis phase, that consisted in the selection of relevant information, in the exploration phase, which organized the common areas between the models and in the results phase, which allowed the definition of areas for the model proposed. The application of the model was done through an online questionnaire, that had the participation of the agencies of the Federal Public Administration. The results obtained showed that, in general, the agencies surveyed have a low maturity in Cybersecurity. This research is aligned with objective VII of Information Security Strategy and Communications and Cybersecurity of the Brazilian Federal Public Administration (BRAZIL, 2015). The proposed model meets the general objective of the research, contributing to the improvement of Cybersecurity in Brazil.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-08-16T14:55:05Z
dc.date.issued.fl_str_mv 2017-06-21
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
status_str publishedVersion
format masterThesis
dc.identifier.citation.fl_str_mv AZAMBUJA, Antonio Jo??o Gon??alves de. Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal. 2017. 164 f. Disserta????o (Programa Stricto Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017.
dc.identifier.uri.fl_str_mv https://bdtd.ucb.br:8443/jspui/handle/tede/2229
identifier_str_mv AZAMBUJA, Antonio Jo??o Gon??alves de. Modelo de maturidade de seguran??a cibern??tica para os ??rg??os da Administra????o P??blica Federal. 2017. 164 f. Disserta????o (Programa Stricto Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2017.
url https://bdtd.ucb.br:8443/jspui/handle/tede/2229
dc.language.iso.fl_str_mv por
language por
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 Universidade Cat??lica de Bras??lia
dc.publisher.program.fl_str_mv Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o
dc.publisher.initials.fl_str_mv UCB
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Educa????o, Tecnologia e Comunica????o
publisher.none.fl_str_mv Universidade Cat??lica de Bras??lia
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UCB
instname:Universidade Católica de Brasília
instacron:UCB
reponame_str Biblioteca Digital de Teses e Dissertações da UCB
collection Biblioteca Digital de Teses e Dissertações da UCB
instname_str Universidade Católica de Brasília
instacron_str UCB
institution UCB
bitstream.url.fl_str_mv https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/4/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.jpg
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/3/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf.txt
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/2/AntonioJoaoGoncalvesdeAzambujaDissertacao2017.pdf
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2229/1/license.txt
bitstream.checksum.fl_str_mv 83a210006e69b9158f448e78fd3f370b
2d60417e0c6d2eea8da50f29398b20ce
767ed5dcc187c001d9b86efe7d375ab7
302d2cd6169132532f8ce4ab3974cba3
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Disserta????es da Universidade Cat??lica de Bras??lia - UCB
repository.mail.fl_str_mv sdi@ucb.br
_version_ 1643299768427872256

Registros relacionados