Detección de comunicaciones maliciosas a través de Machine Learning y Deep learning

Detection of malicious communications through Machine Learning and Deep learning

dc.contributorNieto, Wilson
dc.contributorVillanueva, Ricardo
dc.creatorOrtiz Montes, Juan José
dc.creatorHurtado Vásquez, José Manuel
dc.creatorBenavides Castro, Jorge Mario
dc.date2021-12-01T21:40:51Z
dc.date2021-12-01T21:40:51Z
dc.date2021-11-30
dc.date.accessioned2023-08-25T16:13:56Z
dc.date.available2023-08-25T16:13:56Z
dc.identifierhttp://hdl.handle.net/10584/9883
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/8437226
dc.descriptionEn la​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​ actualidad el uso de sistemas y dispositivos informáticos se han vuelto parte de la rutina de la mayoría de personas, consecuentemente parte de la información que manejamos suele hallarse en estos dispositivos pero estos se en encuentran a merced de ser infectados por un malware, que es un programa maliciosos que realiza acciones dañinas al sistema o al usuario, entre los tipos de malware que son se hallar el crypto-ransom que encripta los archivos del usuario, borra la información y luego pide dinero por la información extraída. En este proyecto se busca detectar este tipo de conexiones maliciosas a través del machine learning y deep learning​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​.
dc.descriptionCurrently the use of computer systems and devices have become part of the routine of most people, consequently part of the information we handle is usually found in these devices but these are at the mercy of being infected by malware, which is a malicious program that performs harmful actions to the system or the user, among the types of malware are the crypto-ranso​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​m that encrypts user files, deletes the information and then asks for money for the extracted information.​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​​ This project seeks to detect this type of malicious connections through machine learning and deep learning.
dc.formatapplication/pdf
dc.formatimage/png
dc.languagespa
dc.publisherBarranquilla, Universidad del Norte, 2021
dc.rightsUniversidad del Norte
dc.rightsopenAccess
dc.subjectDeep learning
dc.subjectmachine learning
dc.subjectmalware detection
dc.subjectransomware.
dc.titleDetección de comunicaciones maliciosas a través de Machine Learning y Deep learning
dc.titleDetection of malicious communications through Machine Learning and Deep learning
dc.typearticle


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