Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence

Detalhes bibliográficos
Autor(a) principal: Trilho, Paulo César Prata Oliveira
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/142624
Resumo: Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies Management
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spelling Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial IntelligenceCybersecurityCyberattacksMalwareInformation SecurityArtificial IntelligenceMachine Learning Deep LearningDissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies ManagementOne of the biggest concerns with the internet activity nowadays has to do with the increase of cybercrime. Cybercrime is one of the biggest threats for every organization in the world and its importance for society is reflected in numbers that show the impact it has in the world economy. Cybersecurity ventures predicted that by 2021 cybercrime will cost the world $6 trillion annually. This represents the greatest transfer of economic wealth in history, and it will become more profitable than the global trade of all major illegal drugs combined. The cyberattacks are getting more evolved every day and they leverage newer technologies, like artificial Intelligence (AI), to remain ahead of the curve and defeat the security measures that organizations put in place. To remain secure, organizations need to evolve faster and develop also defensive measures based on AI, otherwise they cannot remain effective, and ensure they are compliant with the security controls defined in the existing security frameworks. Studies demonstrate that there are some gaps in the existing security architectures that use artificial intelligence, and with this work one has developed a study in this area and built a security model, using the design science research methodology, leveraging AI technologies, to fill some of the identified gaps. This study aims to contribute to the industry, academia and to professionals working in the cybersecurity area, by providing a reference model that can be used to help choosing a defense strategy using AI techniques. The framework that was built in this work has been evaluated by cybersecurity experts which validated its utility, technical correctness and recognized that it brings a positive contribution in this space.Santos, Vítor Manuel Pereira Duarte dosRUNTrilho, Paulo César Prata Oliveira2022-07-29T09:20:19Z2022-07-222022-07-22T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/142624TID:203044843enginfo: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:RCAAP2024-03-11T05:20:27Zoai:run.unl.pt:10362/142624Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:50:26.140629Repositório 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 Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
title Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
spellingShingle Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
Trilho, Paulo César Prata Oliveira
Cybersecurity
Cyberattacks
Malware
Information Security
Artificial Intelligence
Machine Learning Deep Learning
title_short Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
title_full Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
title_fullStr Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
title_full_unstemmed Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
title_sort Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
author Trilho, Paulo César Prata Oliveira
author_facet Trilho, Paulo César Prata Oliveira
author_role author
dc.contributor.none.fl_str_mv Santos, Vítor Manuel Pereira Duarte dos
RUN
dc.contributor.author.fl_str_mv Trilho, Paulo César Prata Oliveira
dc.subject.por.fl_str_mv Cybersecurity
Cyberattacks
Malware
Information Security
Artificial Intelligence
Machine Learning Deep Learning
topic Cybersecurity
Cyberattacks
Malware
Information Security
Artificial Intelligence
Machine Learning Deep Learning
description Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies Management
publishDate 2022
dc.date.none.fl_str_mv 2022-07-29T09:20:19Z
2022-07-22
2022-07-22T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/142624
TID:203044843
url http://hdl.handle.net/10362/142624
identifier_str_mv TID:203044843
dc.language.iso.fl_str_mv eng
language eng
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.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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