{"id":1814,"date":"2022-07-24T05:56:26","date_gmt":"2022-07-24T05:56:26","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=1814"},"modified":"2022-07-24T05:56:26","modified_gmt":"2022-07-24T05:56:26","slug":"deteccion-de-deepfake","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=1814","title":{"rendered":"Detecci\u00f3n de deepfake"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/Detecci%C3%B3n-de-deepfake_MCyTI2021.pdf\">Descargar versi\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p><strong>Profesores:&nbsp;<\/strong><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=191\">Dr.&nbsp;Sergio Gerardo de los Cobos Silva<\/a>&nbsp;y&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=2594&amp;SingleProduct=218\">Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada<\/a><\/p>\n\n\n\n<p><strong>Resumen:&nbsp;<\/strong>Deepfake es una t\u00e9cnica de aprendizaje no supervisado, que emplea redes neuronales para alterar una imagen o video, produciendo un resultado falso pero realista. Lamentablemente, desde sus or\u00edgenes, el uso de esta t\u00e9cnica ha estado estrechamente relacionado con actividades poco \u00e9ticas. En este proyecto se propone desarrollar un algoritmo basado en redes neuronales, para la detecci\u00f3n de deepkafe.<\/p>\n\n\n\n<p><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<p>Desarrollar un algoritmo basado en redes neuronales para la detecci\u00f3n de deepfake.<\/p>\n\n\n\n<p><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Estudiar los principios m\u00e1s importantes sobre redes neuronales<\/li><li>Revisar el estado del arte, para seleccionar un modelo adecuado para la detecci\u00f3n de deepfake<\/li><li>Generar un algoritmo basado en el modelo seleccionado<\/li><li>Realizar el entrenamiento del algoritmo y probar su desempe\u00f1o en diferentes instancias<\/li><li>Reportar los resultados obtenidos en la Id\u00f3nea Comunicaci\u00f3n de Resultados (ICR)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Sergio Gerardo de los Cobos Silva&nbsp;y&nbsp;Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Deepfake es una t\u00e9cnica de aprendizaje no supervisado, que emplea redes neuronales para alterar una imagen o video, produciendo un resultado falso pero realista. Lamentablemente, desde sus or\u00edgenes, el uso de esta t\u00e9cnica ha estado estrechamente relacionado con actividades poco \u00e9ticas.<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[75],"tags":[],"class_list":["post-1814","post","type-post","status-publish","format-standard","hentry","category-75"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Detecci\u00f3n de deepfake - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=1814\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Detecci\u00f3n de deepfake - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Sergio Gerardo de los Cobos Silva&nbsp;y&nbsp;Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Deepfake es una t\u00e9cnica de aprendizaje no supervisado, que emplea redes neuronales para alterar una imagen o video, produciendo un resultado falso pero realista. 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