A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection

Detalhes bibliográficos
Autor(a) principal: Sandholtet, Melissa Anita
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/150189
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 A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and DetectionCyber SecurityArtificial IntelligenceCyberattacksMachine LearningDissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies ManagementThis Thesis provides a qualitative view on the usage of AI technology in cybersecurity strategy of businesses. It explores the field of AI technology today, and how it is a good technology to implement into Cyber Security. The Internet and Informational technology have transformed the world of today. There is no doubt that it has created huge opportunities for global economy and humanity. The fact that Businesses of today is thoroughly dependent on the Internet and Information Systems has also exposed new vulnerabilities in terms of cybercrimes performed by a diversity of hackers, criminals, terrorists, the state and the non-state actors. All Public, private companies and government agencies are vulnerable for cybercrimes, none is left fully protected. In the recent years AI and machine learning technology have become essential to information security, since these technologies can analyze swiftly millions of datasets and tracking down a wide range of cyber threats. Alongside With the increasingly growth of automation in businesses, is it realistic that cybersecurity can be removed from human interaction into fully independent AI Applications to cover the businesses Information System Architecture of businesses in the future? This is a very interesting field those resources really need to deep into to be able to fully take advantage of the fully potential of AI technology in the usage in the field of cybersecurity. This thesis will explore the usage of AI algorithms in the prevention and detection of cyberattack in businesses and how to optimize its use. This knowledge will be used to implement a framework and a corresponding hybrid toolbox application that its purpose is be to be useful in every business in terms of strengthening the cybersecurity environment.Santos, Vitor Manuel Pereira Duarte dosRUNSandholtet, Melissa Anita2023-03-08T18:48:31Z2023-01-262023-01-26T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/150189TID:203244818enginfo: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:RCAAP2024-03-11T05:32:05Zoai:run.unl.pt:10362/150189Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:54:00.078196Repositório 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 A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
title A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
spellingShingle A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
Sandholtet, Melissa Anita
Cyber Security
Artificial Intelligence
Cyberattacks
Machine Learning
title_short A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
title_full A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
title_fullStr A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
title_full_unstemmed A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
title_sort A toolbox for Artificial Intelligence Algorithms in Cyber Attacks Prevention and Detection
author Sandholtet, Melissa Anita
author_facet Sandholtet, Melissa Anita
author_role author
dc.contributor.none.fl_str_mv Santos, Vitor Manuel Pereira Duarte dos
RUN
dc.contributor.author.fl_str_mv Sandholtet, Melissa Anita
dc.subject.por.fl_str_mv Cyber Security
Artificial Intelligence
Cyberattacks
Machine Learning
topic Cyber Security
Artificial Intelligence
Cyberattacks
Machine 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 2023
dc.date.none.fl_str_mv 2023-03-08T18:48:31Z
2023-01-26
2023-01-26T00:00:00Z
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/10362/150189
TID:203244818
url http://hdl.handle.net/10362/150189
identifier_str_mv TID:203244818
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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