Publicação
Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence
| dc.contributor.advisor | Santos, Vítor Manuel Pereira Duarte dos | |
| dc.contributor.author | Trilho, Paulo César Prata Oliveira | |
| dc.date.accessioned | 2022-07-29T09:20:19Z | |
| dc.date.available | 2022-07-29T09:20:19Z | |
| dc.date.issued | 2022-07-22 | |
| dc.description | Dissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Information Systems and Technologies Management | pt_PT |
| dc.description.abstract | One 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. | pt_PT |
| dc.identifier.tid | 203044843 | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10362/142624 | |
| dc.language.iso | eng | pt_PT |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | pt_PT |
| dc.subject | Cybersecurity | pt_PT |
| dc.subject | Cyberattacks | pt_PT |
| dc.subject | Malware | pt_PT |
| dc.subject | Information Security | pt_PT |
| dc.subject | Artificial Intelligence | pt_PT |
| dc.subject | Machine Learning Deep Learning | pt_PT |
| dc.title | Intelligent Systems for Cyber Defence - An Architecture Framework for Cyber Defence using Artificial Intelligence | pt_PT |
| dc.type | master thesis | |
| dspace.entity.type | Publication | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | masterThesis | pt_PT |
| thesis.degree.name | Mestrado em Gestão de Informação, especialização em Gestão dos Sistemas e Tecnologias de Informação | pt_PT |