{"id":2046,"date":"2019-01-17T16:24:45","date_gmt":"2019-01-17T15:24:45","guid":{"rendered":"https:\/\/www.emagister.com.co\/blog\/?p=2046"},"modified":"2019-01-17T16:24:45","modified_gmt":"2019-01-17T15:24:45","slug":"profesor-de-la-escuela-y-graduados-publicaron-articulo-sobre-deteccion-de-malware-usando-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/www.emagister.com.co\/blog\/profesor-de-la-escuela-y-graduados-publicaron-articulo-sobre-deteccion-de-malware-usando-inteligencia-artificial\/","title":{"rendered":"Profesor de la Escuela y Graduados publicaron art\u00edculo sobre detecci\u00f3n de malware usando Inteligencia Artificial"},"content":{"rendered":"<p style=\"text-align: justify;\">El profesor de la Escuela Daniel D\u00edaz L\u00f3pez y los graduados Daniela Sep\u00falveda y David Useche, del Programa de Ingenier\u00eda de Sistemas, publicaron el art\u00edculo titulado\u00a0<em>&#8220;<\/em>\u00a0Building malware classificators usable by State security agencies&#8221; en la\u00a0<em>revista Iteckne<\/em>de la Divisi\u00f3n de Ingenier\u00edas y Arquitectura de la Universidad Santo Tom\u00e1s (Colombia).\u00a0Este art\u00edculo presenta dos modelos de aprendizaje autom\u00e1tico\u00a0<em>(Machine Learning)<\/em>\u00a0capaces de clasificar muestras sospechosas de software a partir de un an\u00e1lisis de firmas y un conjunto de permisos de ejecuci\u00f3n.<!--more--><\/p>\n<p style=\"text-align: justify;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-87 size-full\" src=\"https:\/\/www.emagister.com.co\/blog\/wp-content\/uploads\/2018\/04\/julio-e1522930309423.png\" alt=\"\" width=\"200\" height=\"200\" srcset=\"https:\/\/www.emagister.com.co\/blog\/wp-content\/uploads\/2018\/04\/julio-e1522930309423.png 200w, https:\/\/www.emagister.com.co\/blog\/wp-content\/uploads\/2018\/04\/julio-e1522930309423-80x80.png 80w, https:\/\/www.emagister.com.co\/blog\/wp-content\/uploads\/2018\/04\/julio-e1522930309423-50x50.png 50w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/>Los modelos de aprendizaje autom\u00e1tico est\u00e1n soportados en datos obtenidos de herramientas de an\u00e1lisis din\u00e1mico y est\u00e1tico de tipo\u00a0<em>opensource<\/em>\u00a0lo que aumenta su potencial de aplicaci\u00f3n en un escenario real. En esta publicaci\u00f3n tambi\u00e9n se presenta una propuesta de arquitectura de centinela para el Internet de las Cosas (IoT) que protege dispositivos de usuario final de amenazas cibern\u00e9ticas. El art\u00edculo adem\u00e1s aporta una reflexi\u00f3n acerca de diferentes enfoques y perspectivas del uso de herramientas de an\u00e1lisis din\u00e1mico (<em>sandboxs<\/em>) y t\u00e9cnicas de aprendizaje autom\u00e1tico por parte de agencias de seguridad del Estado en Colombia.<\/p>\n<p style=\"text-align: justify;\">En la construcci\u00f3n de este escrito tambi\u00e9n particip\u00f3 el teniente Diego Edison Cabuya Padilla, Jefe del Departamento de Educaci\u00f3n, Doctrina e I+D+i del Comando Conjunto Cibern\u00e9tico (CCOC) del Comando General de las Fuerzas Militares de Colombia. El desarrollo del mismo fue financiado por la Escuela Colombiana de Ingenier\u00eda Julio Garavito por medio del proyecto &#8220;\u201cCyber Security Architecture for Incident Management&#8221; aprobado en la convocatoria interna de investigaci\u00f3n 2017.<\/p>\n<p style=\"text-align: justify;\">El art\u00edculo cuenta con una licencia\u00a0<em>Creative Commons (CC)<\/em>\u00a0lo cual permite que sea consultado y compartido de manera libre y gratuita,\u00a0en este\u00a0sitio web.<\/p>\n<h5 style=\"text-align: justify;\">Fuente: Escuela Colombiana de Ingenier\u00eda Julio Garavito<\/h5>\n","protected":false},"excerpt":{"rendered":"<p>El profesor de la Escuela Daniel D\u00edaz L\u00f3pez y los graduados Daniela Sep\u00falveda y David Useche, del Programa de Ingenier\u00eda de Sistemas, publicaron el art\u00edculo titulado\u00a0&#8220;\u00a0Building malware classificators usable by State security agencies&#8221; en la\u00a0revista Itecknede la Divisi\u00f3n de Ingenier\u00edas y Arquitectura de la Universidad Santo Tom\u00e1s (Colombia).\u00a0Este art\u00edculo presenta dos modelos de aprendizaje autom\u00e1tico\u00a0(Machine [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":2047,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[54,116,129,131,132,275,8,13],"class_list":["post-2046","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-centros-educativos","tag-el-espectador","tag-escuela-colombiana-de-ingenieria-julio-garavito-educacion-continua","tag-escuela-colombiana-de-ingenieria-julio-garavito-posgrado","tag-131","tag-escuela-colombiana-de-ingenieria-julio-garavito-pre-grado","tag-noticiaselespectador","tag-noticias-de-centros-educativos","tag-noticias-de-centros-de-formacion"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - 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Ingenier\u00eda de Sistemas, publicaron el art\u00edculo titulado\u00a0&#8220;\u00a0Building malware classificators usable by State security agencies&#8221; en la\u00a0revista Itecknede la Divisi\u00f3n de Ingenier\u00edas y Arquitectura de la Universidad Santo Tom\u00e1s (Colombia).\u00a0Este art\u00edculo presenta dos modelos de aprendizaje autom\u00e1tico\u00a0(Machine [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.emagister.com.co\/blog\/profesor-de-la-escuela-y-graduados-publicaron-articulo-sobre-deteccion-de-malware-usando-inteligencia-artificial\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog Emagister Colombia\" \/>\n<meta property=\"article:published_time\" content=\"2019-01-17T15:24:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.emagister.com.co\/blog\/wp-content\/uploads\/2019\/01\/julio-garavito.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"611\" \/>\n\t<meta property=\"og:image:height\" content=\"804\" 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