{"id":13884,"date":"2022-05-22T16:57:15","date_gmt":"2022-05-22T13:57:15","guid":{"rendered":"https:\/\/www.cenuta.com\/blog\/?p=13884"},"modified":"2022-05-22T16:57:17","modified_gmt":"2022-05-22T13:57:17","slug":"deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir","status":"publish","type":"post","link":"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/","title":{"rendered":"Deepfake nedir, ne i\u015fe yarar ve nas\u0131l yap\u0131l\u0131r? Deepfake teknolojisi nas\u0131l anla\u015f\u0131l\u0131r"},"content":{"rendered":"\n<p>Son zamanlarda yapay zeka h\u00fc\u00e7 olmad\u0131\u011f\u0131 kadar geli\u015fme g\u00f6stermi\u015ftir. Onlarca hatta y\u00fczlerce ama\u00e7 i\u00e7in \u00e7e\u015fitli alanlarda yapay zeka uygulamalar\u0131 kullan\u0131l\u0131r, buda bir\u00e7ok end\u00fcstrinin&nbsp;kalitesini ve verimlili\u011fini art\u0131r\u0131r. Ancak yapay zeka t\u00fcrlerinin bir\u00e7ok avantaj\u0131 ve toplum \u00fczerindeki olumlu etkisi oldu\u011fu kadar, su\u00e7lular taraf\u0131ndan k\u00f6t\u00fcye kullan\u0131m etkisi de vard\u0131r. K\u00f6t\u00fcye kullan\u0131lan yapay zeka teknolojilerinin aras\u0131nda <strong>Deepfake&#8217;de <\/strong>geliyor. Deepfake son y\u0131llarda d\u00fcnyada en \u00e7ok en \u00e7ok konu\u015fulan teknolojilerden biri olmu\u015ftur. Yapay zekaya dayal\u0131 programlar, bir ki\u015finin y\u00fcz\u00fcn\u00fc ba\u015fka birinin y\u00fcz\u00fcyle de\u011fi\u015ftirmek i\u00e7in geli\u015ftirilir. Bu t\u00fcr eylemlerin hedefi genel olarak \u00fcnl\u00fcler ve politikac\u0131lard\u0131r. Bu yaz\u0131\u0131mzda Deepfake teknolojisinin ne oldu\u011funu, ne i\u015fe yarad\u0131\u011f\u0131n\u0131 ve nas\u0131l yap\u0131ld\u0131\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131k.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a209fd8bab1d\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a209fd8bab1d\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/#Deepfake_Nedir\" title=\"Deepfake Nedir?\">Deepfake Nedir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/#Deepfake_Nasil_Yapilir\" title=\"Deepfake Nas\u0131l Yap\u0131l\u0131r?\">Deepfake Nas\u0131l Yap\u0131l\u0131r?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/#DeepFake_Ne_Kadar_Tehlikeli\" title=\"DeepFake Ne Kadar Tehlikeli?\">DeepFake Ne Kadar Tehlikeli?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/#Deepfake_Sadece_Videodan_Mi_Olusuyor\" title=\"Deepfake Sadece Videodan M\u0131 Olu\u015fuyor?\">Deepfake Sadece Videodan M\u0131 Olu\u015fuyor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/#Deepfake_Teknolojisi_Nasil_Anlasilir\" title=\"Deepfake Teknolojisi Nas\u0131l Anla\u015f\u0131l\u0131r?\">Deepfake Teknolojisi Nas\u0131l Anla\u015f\u0131l\u0131r?<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deepfake_Nedir\"><\/span>Deepfake Nedir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Deepfake kelimesi &#8220;<strong>Deep<\/strong>&#8221; ve &#8220;<strong>Fake<\/strong>&#8221; olmak \u00fczere iki g\u00fcnl\u00fck kelimenin birle\u015fiminden olu\u015fmu\u015ftur. T\u00fcrk\u00e7e&#8217;de ise &#8220;<strong>Derin<\/strong>&#8221; ve &#8220;<strong>Sahte<\/strong>&#8221; anlamlar\u0131 ortaya \u00e7\u0131kar. K\u0131sacas\u0131, <strong>deepfake<\/strong>, yapay zeka kullan\u0131larak olu\u015fturulmu\u015f ses ve video dosyalar\u0131n\u0131 tan\u0131mlayan bir terimdir. &#8220;<strong>Deep<\/strong>&#8221; kelimesi burada, derin \u00f6\u011frenme olarak bilinen <strong>AI <\/strong>(<strong>yapay zeka<\/strong>) teknolojisine at\u0131fta bulunur. Deepfake teknolojisi, <strong>sentetik medyada<\/strong> i\u00e7erik olu\u015fturmak, y\u00fczleri ve konu\u015fmay\u0131 de\u011fi\u015ftirmek veya duygular\u0131 manip\u00fcle etmek gibi ama\u00e7lar i\u00e7in kullan\u0131l\u0131r. Bir ki\u015finin yapmad\u0131\u011f\u0131 bir eylemi dijital olarak taklit etmesi i\u00e7in kullan\u0131l\u0131r. Deepfake asl\u0131nda y\u0131llard\u0131r hayat\u0131m\u0131zda olan bir teknolojidir. Bu teknolojiye y\u00f6nelik ilk ad\u0131mlar akademik kurumlar taraf\u0131ndan 90&#8217;l\u0131 y\u0131llarda at\u0131lm\u0131\u015ft\u0131r, bundan sonra geni\u015f bir kitle taraf\u0131ndan benimsenmi\u015ftir. Deepfake programlar\u0131 ana ak\u0131m haline gelmese de, medyada \u00e7ok fazla ses getirmeyi ba\u015fam\u0131\u015ft\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deepfake_Nasil_Yapilir\"><\/span>Deepfake Nas\u0131l Yap\u0131l\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Amat\u00f6r Deepfake videolar\u0131n\u0131 internet ortam\u0131nda kolay bir \u015fekilde bulabilirsiniz. Profesyonel bir \u015fekilde haz\u0131rlanm\u0131\u015f deepfake projeleri neredeyse ger\u00e7ek denilebilecek kadar ger\u00e7ek\u00e7i bir \u015fekilde haz\u0131rlan\u0131yor. Makine \u00f6\u011frenimi algoritmalar\u0131n\u0131 kullanarak deepfake yaz\u0131l\u0131m\u0131 olu\u015fturmak i\u00e7in \u00e7e\u015fitli teknikler kullan\u0131l\u0131yor. Yani k\u0131sacas\u0131, veri giri\u015fine dayal\u0131 i\u00e7erik \u00fcretebilen algoritmalard\u0131r. Bu algoritmalar kullan\u0131larak taklit edilmek istenilen ki\u015finin <strong>dudak <\/strong>ve <strong>mimik hareketleri <\/strong>i\u015fleniyor. Taklit edilmek istenen ki\u015finin yapt\u0131\u011f\u0131 her t\u00fcrl\u00fc a\u011f\u0131z ve y\u00fcz gibi hareketler taklit\u00e7i taraf\u0131ndan taklit adilip surat\u0131nda beliriyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"DeepFake_Ne_Kadar_Tehlikeli\"><\/span>DeepFake Ne Kadar Tehlikeli?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Deepfake teknolojisi, yapay zekan\u0131n en tehlikeli kullan\u0131m \u00e7e\u015fitlerinden biri olarak kabul edilir. Her deepfake kullan\u0131m\u0131 k\u00f6t\u00fc niyetli olmasa da \u00e7o\u011funluk olarak k\u00f6t\u00fc niyetli ama\u00e7lar i\u00e7in kullan\u0131l\u0131r. Kullan\u0131m uygulamalar\u0131 genel olarak ya itibars\u0131zla\u015ft\u0131rma ya da sahtekarl\u0131k ama\u00e7l\u0131d\u0131r. Deepfake ile ilgili ilk doland\u0131r\u0131c\u0131l\u0131k vakalar\u0131ndan biri \u0130ngiltere&#8217;de meydana gelmi\u015ftir. Burada doland\u0131r\u0131c\u0131lar, \u0130ngiltere merkezli bir enerji \u015firketinin CEO&#8217;sunu arad\u0131 ve Alman patronun sesini deepfake ile taklit ederek, 3. \u015fah\u0131s bir banka hesab\u0131na <strong>220.000 \u20ac&nbsp;<\/strong>aktarmas\u0131n\u0131 emretti. Deepfake teknolojisi ger\u00e7eklikten ay\u0131rt edilemez olabilir. Genelde \u00fcnl\u00fclere ve politikac\u0131lara yap\u0131lan bir eylem oldu\u011fundan dolay\u0131 ki\u015finin itibar\u0131n\u0131 sarsabilir veya ki\u015finin yapmad\u0131\u011f\u0131 bir \u015feyi yapm\u0131\u015f gibi g\u00f6sterebilir. Doland\u0131r\u0131c\u0131lar\u0131n en b\u00fcy\u00fck silahlar\u0131ndan bir tanesidir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deepfake_Sadece_Videodan_Mi_Olusuyor\"><\/span>Deepfake Sadece Videodan M\u0131 Olu\u015fuyor?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Deepfake yaln\u0131zca video ve foto\u011fraflardan ibaret de\u011fildir, yukar\u0131daki \u00f6rnekte anlat\u0131ld\u0131\u011f\u0131 gibi sesleride taklit etmek m\u00fcmk\u00fcnd\u00fcr. Sesi klonlanan bir ki\u015finin yaln\u0131zca birka\u00e7 saatlik sesiyle derin \u00f6\u011frenme kullan\u0131larak ger\u00e7ek\u00e7i ses deepfake&#8217;leri yap\u0131labilir,<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Deepfake_Teknolojisi_Nasil_Anlasilir\"><\/span>Deepfake Teknolojisi Nas\u0131l Anla\u015f\u0131l\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Deepfake&#8217;leri tan\u0131yan teknolojiler, ayn\u0131 zamanda deepfake&#8217;leri olu\u015fturmak i\u00e7in kullan\u0131lan teknolojilere benzer algoritmalar kullanan yapay zeka \u00fczerine kuruludur. Ger\u00e7ek foto\u011fraf, video ve seslerde olmayacak i\u015faretleri kolayca alg\u0131larlar. Ancak bir teknolojiye ihtiya\u00e7 duymadan da sahte olan medyalar\u0131 ay\u0131rt etmek m\u00fcmk\u00fcnd\u00fcr. \u0130\u015fte Deepfake&#8217;leri tespit etmeye yarayan baz\u0131 i\u015faretler:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Deepfake teknolojisi y\u00fczleri ger\u00e7ek\u00e7i bir \u015fekilde canland\u0131rmakta zorluk \u00e7ekebiliyor. Bu durumda g\u00f6z k\u0131rpmad\u0131\u011f\u0131, \u00e7ok fazla g\u00f6z k\u0131rpt\u0131\u011f\u0131 veya do\u011far olmayan bir \u015fekilde g\u00f6z k\u0131rpt\u0131\u011f\u0131 bir video ortaya \u00e7\u0131kabiliyor. Ancak son d\u00f6nemde yeni teknolojiler sayesinde bu sorun \u00e7\u00f6z\u00fclebilecek seviyeye indirildi.<\/li><li>Cilt rengi, sa\u00e7 veya ciilt tonundaki kaymalara dikkat ederek, do\u011fal g\u00f6r\u00fcnmeyen g\u00f6r\u00fcnt\u00fc tespit edilebilir.<\/li><li>\u00c7ok fazla sars\u0131nt\u0131l\u0131 hareketler sergiliyorsa deepfake olma ihtimali vard\u0131r.<\/li><li>Videodaki ki\u015finin dudak hareketleriyle konu\u015fman\u0131n senkronizasyonunu takip ederek tespit edilebilir.<\/li><li>Ayd\u0131nlatmalar\u0131n do\u011fal g\u00f6r\u00fcnd\u00fc\u011f\u00fcne dikkat edin, zay\u0131f bir ayd\u0131nlatma ile deepfake tespit edilebilir.<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Son zamanlarda yapay zeka h\u00fc\u00e7 olmad\u0131\u011f\u0131 kadar geli\u015fme g\u00f6stermi\u015ftir. Onlarca<a href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/\">&#8230;<\/a><\/p>\n","protected":false},"author":4,"featured_media":14416,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[515],"class_list":["post-13884","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-terimler-sozlugu","tag-deepfake"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.cenuta.com\/blog\/deepfake-nedir-ne-ise-yarar-ve-nasil-yapilir-deepfake-teknolojisi-nasil-anlasilir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deepfake nedir, ne i\u015fe yarar ve nas\u0131l yap\u0131l\u0131r? 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