Análisis del aporte del aprendizaje de máquinas a la seguridad de la información
Analysis of the contribution of machine learning to information security
| dc.contributor | Sello editorial Coruniamericana | |
| dc.creator | Correa Wachter, Juan Fernando | |
| dc.creator | Henao Villa, Cesar Felipe | |
| dc.creator | Henao Villa, Federico | |
| dc.creator | García Arango, David Alberto | |
| dc.date | 2022-09-26T14:03:18Z | |
| dc.date | 2022-09-26T14:03:18Z | |
| dc.date | 2021-11-30 | |
| dc.date.accessioned | 2023-10-04T13:35:28Z | |
| dc.date.available | 2023-10-04T13:35:28Z | |
| dc.identifier | J. F. . Correa Wachter, C. F. . Henao Villas, F. . Henao Villa, y D. A. García Arango, «Análisis del aporte del aprendizaje de máquinas a la seguridad de la información», iname, vol. 1, n.º 1, pp. 9–20, nov. 2021. | |
| dc.identifier | https://doi.org/10.21803/ingecana.1.1.407 | |
| dc.identifier | 2954-5463 | |
| dc.identifier | Corporación Universitaria Americana | |
| dc.identifier | 2954-5463 | |
| dc.identifier | RIA - Repositorio Institucional Américana | |
| dc.identifier | https://repositorio.americana.edu.co/ | |
| dc.identifier | https://repositorio.americana.edu.co/handle/001/178 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/9189280 | |
| dc.description | Todo dispositivo informático tiene sus propios registros de seguridad. Al juntar miles de dispositivos que intervienen en las comunicaciones de computadores personales, bases de datos, servidores web, dispositivos de red, firewalls, etc., se genera un gran volumen de registros con información interesante desde el punto de vista de seguridad, aunque imposible de revisar por un ser humano. Ahí es donde hace sentido contar con herramientas automatizadas con cierta inteligencia capaces de realizar análisis y detectar patrones maliciosos que puedan afectar la confidencialidad, integridad y disponibilidad de la información. | |
| dc.description | Every computing device has its own security logs. By aggregating thousands of devices that intervene in the communications of personal computers, databases, web servers, network devices, firewalls, etc., a large volume of logs is generated with interesting information from the security point of view, although impossible to review by a human. That is where it has automated tools with a certain intelligence capable of performing analyzes and detecting malicious patterns that can affect the confidentiality, integrity and availability of information | |
| dc.format | 12 p. | |
| dc.format | application/pdf | |
| dc.format | application/pdf | |
| dc.language | spa | |
| dc.publisher | Ingente Americana | |
| dc.publisher | Barranquilla, Colombia | |
| dc.relation | 1 | |
| dc.relation | 9 | |
| dc.relation | 1 | |
| dc.relation | Ingente Americana | |
| dc.relation | [1] C. H. Tarazona, «Amenazas informáticas y Seguridad de la información,» DerecPenalyCriminXXIX, 2007. | |
| dc.relation | [2] R. Duda, P. Hart y D. Stork, Pattern classification, New York: Wiley & Sons, 2001. | |
| dc.relation | [3] P. Domingos, The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World (Ed. rev.), New York: Basic Books, 2015. | |
| dc.relation | [4] J. Brownlee, A tour of Machine Learning Algorithms, Melbourne: Jason Brownlee, 2013. | |
| dc.relation | [5] I. Witten, E. Frank y M. Hall, Data mining, Bunlington: Morgan Kaufmann Publishers, 2011. | |
| dc.relation | [6] M. Mohri, A. Rostamizadeh y A. Talwalkar, Foundations of machine learning, Cambridge: MIT Press, 2012. | |
| dc.rights | Todos los derechos reservados Corporación Universitaria Americana. 2021 | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.rights | http://purl.org/coar/access_right/c_abf2 | |
| dc.rights | https://creativecommons.org/licenses/by/4.0/ | |
| dc.source | https://publicaciones.americana.edu.co/index.php/inam/article/view/407/427 | |
| dc.subject | Ciencia de datos | |
| dc.subject | Machine Learning | |
| dc.subject | Inteligencia Artificia | |
| dc.subject | Deep Learning | |
| dc.subject | Tecnología | |
| dc.subject | Seguridad | |
| dc.subject | Data Science | |
| dc.subject | Machine Learning | |
| dc.subject | Artificial Intelligence | |
| dc.subject | Deep Learning | |
| dc.subject | Technology | |
| dc.subject | Security | |
| dc.title | Análisis del aporte del aprendizaje de máquinas a la seguridad de la información | |
| dc.title | Analysis of the contribution of machine learning to information security | |
| dc.type | Artículo de revista | |
| dc.type | http://purl.org/coar/resource_type/c_6501 | |
| dc.type | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
| dc.type | Text | |
| dc.type | info:eu-repo/semantics/article | |
| dc.type | info:eu-repo/semantics/publishedVersion |