Email fraud classifier using machine learning

Carvalho, Vitor

Please use this identifier to cite or link to this item: http://hdl.handle.net/2445/171956

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DC Field	Value	Language
dc.contributor.advisor	José Bazán, Jordi	-
dc.contributor.author	Carvalho, Vitor	-
dc.date.accessioned	2020-11-11T11:24:32Z	-
dc.date.available	2020-11-11T11:24:32Z	-
dc.date.issued	2020-09-13	-
dc.identifier.uri	http://hdl.handle.net/2445/171956	-
dc.description	Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2020, Director: Jordi José Bazán	ca
dc.description.abstract	[en] Email is one of the most common methods of communication nowadays. Programs known as malware detection are essential to assist and protect users from the agents that are usually responsible for cyberattacks. This paper focuses on using machine learning algorithms to detect any possible email attacks by analyzing datasets of whitelists and blacklists. This document also includes other methods that try to solve this problem.	ca
dc.format.extent	45 p.	-
dc.format.mimetype	application/pdf	-
dc.language.iso	eng	ca
dc.rights	memòria: cc-nc-nd (c) Vitor Carvalho, 2020	-
dc.rights	codi: GPL (c) Vitor Carvalho, 2020	-
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/es/	-
dc.rights.uri	http://www.gnu.org/licenses/gpl-3.0.ca.html	*
dc.source	Treballs Finals de Grau (TFG) - Enginyeria Informàtica	-
dc.subject.classification	Correu electrònic	ca
dc.subject.classification	Seguretat informàtica	ca
dc.subject.classification	Programari	ca
dc.subject.classification	Treballs de fi de grau	ca
dc.subject.classification	Aprenentatge automàtic	ca
dc.subject.classification	Xarxes neuronals (Informàtica)	ca
dc.subject.classification	Tractament del llenguatge natural (Informàtica)	ca
dc.subject.classification	Sistemes classificadors (Intel·ligència artificial)	ca
dc.subject.other	Electronic mail systems	en
dc.subject.other	Computer security	en
dc.subject.other	Computer software	en
dc.subject.other	Machine learning	en
dc.subject.other	Neural networks (Computer science)	en
dc.subject.other	Bachelor's theses	en
dc.subject.other	Natural language processing (Computer science)	en
dc.subject.other	Learning classifier systems	en
dc.title	Email fraud classifier using machine learning	ca
dc.type	info:eu-repo/semantics/bachelorThesis	ca
dc.rights.accessRights	info:eu-repo/semantics/openAccess	ca
Appears in Collections:	Programari - Treballs de l'alumnat Treballs Finals de Grau (TFG) - Enginyeria Informàtica

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codi_font_171956.zip	Codi font	12.74 MB	zip	View/Open
memoria_171956.pdf	Memòria	915.8 kB	Adobe PDF	View/Open

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