{"id":5728,"date":"2023-09-22T07:12:51","date_gmt":"2023-09-22T07:12:51","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5728"},"modified":"2023-10-02T10:10:07","modified_gmt":"2023-10-02T10:10:07","slug":"deepfake-nedir","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/deepfake-nedir\/","title":{"rendered":"Deepfake Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5728\" class=\"elementor elementor-5728\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e2aaed1 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e2aaed1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div 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elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a 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data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-21c41dc\" data-id=\"21c41dc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9bac9b7 elementor-widget elementor-widget-heading\" data-id=\"9bac9b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Deepfake Nedir?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba8d57d elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ba8d57d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ed0b973\" data-id=\"ed0b973\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64b6806 elementor-widget elementor-widget-text-editor\" data-id=\"64b6806\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\"><div class=\"subtitle\">Deepfake, derin \u00f6\u011frenme teknikleri ve &#8220;derin \u00f6\u011frenme&#8221; ile &#8220;sahte&#8221; portmantosu kullan\u0131larak \u00fcretilen yapay medyad\u0131r. Deepfake, bir g\u00f6r\u00fcnt\u00fcdeki \u00f6zellikleri di\u011ferinin \u00f6zellikleriyle de\u011fi\u015ftirir.<\/div><div>\u00a0<\/div><div>Deepfake olu\u015fturmak i\u00e7in, birisinin bir video olu\u015fturup bir ki\u015finin y\u00fcz\u00fcn\u00fc bir \u00fcnl\u00fcn\u00fcn veya ba\u015fka bir tan\u0131nm\u0131\u015f ki\u015finin y\u00fcz\u00fcyle de\u011fi\u015ftirmesi en yayg\u0131n olan\u0131d\u0131r.\u00a0<a href=\"https:\/\/q5id.com\/blog\/a-quick-history-of-deepfakes-how-it-all-began#:~:text=While%20the%201898%20incident%20wasn,Michele%20Covell%2C%20and%20Malcolm%20Slaney.\" target=\"_blank\" rel=\"noopener\">Deepfake&#8217;ler 1990&#8217;lardan beri<\/a>\u00a0ortal\u0131kta dola\u015f\u0131yor\u00a0, ancak teknoloji ancak son y\u0131llarda geni\u015f \u00e7apta eri\u015filebilirlik ve pop\u00fclerlik kazand\u0131.<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94cfa23 elementor-widget elementor-widget-image\" data-id=\"94cfa23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"473\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir-1024x575.jpg\" class=\"attachment-large size-large wp-image-5730\" alt=\"Deepfake Nedir?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir-1024x575.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir-300x169.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir-768x431.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir-18x10.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-Nedir.jpg 1280w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Deepfake Nedir?<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c05018d elementor-widget elementor-widget-heading\" data-id=\"c05018d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Deepfake Nas\u0131l \u00c7al\u0131\u015f\u0131r?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11957bd elementor-widget elementor-widget-text-editor\" data-id=\"11957bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Deepfake, \u00f6nce \u00f6zellikleri kodlamak, ard\u0131ndan kodlanm\u0131\u015f \u00f6zelliklerden g\u00f6r\u00fcnt\u00fcleri yeniden olu\u015fturmak i\u00e7in geli\u015fmi\u015f\u00a0<\/span><span>derin \u00f6\u011frenme tekniklerini kullan\u0131r.\u00a0<\/span><span>Bir t\u00fcr\u00a0<\/span><span>sinir a\u011f\u0131<\/span><span>\u00a0olan otomatik kodlay\u0131c\u0131lar , derin sahtekarl\u0131klar olu\u015fturmak i\u00e7in en yayg\u0131n kullan\u0131lan derin \u00f6\u011frenme mimarisidir.\u00a0<\/span><span>Bunu, iki ki\u015finin y\u00fczlerini de\u011fi\u015ftirmek<\/span><span>\u00a0i\u00e7in deepfake tekni\u011finin kullan\u0131ld\u0131\u011f\u0131 bir \u00f6rnekle inceleyelim\u00a0.\u00a0Bu, a\u015fa\u011f\u0131daki \u015fekilde ayr\u0131nt\u0131l\u0131 olarak g\u00f6sterilmi\u015ftir.<\/span><\/p><p><span>Deepfake \u00fcretmenin ilk ad\u0131m\u0131, y\u00fcz g\u00f6r\u00fcnt\u00fclerini bir kodlay\u0131c\u0131 kullanarak daha k\u00fc\u00e7\u00fck \u00f6zellik tabanl\u0131 temsillere d\u00f6n\u00fc\u015ft\u00fcrmektir.\u00a0Bu daha fazla bilgi a\u00e7\u0131s\u0131ndan zengin temsile genellikle gizli y\u00fcz denir.\u00a0Gizli y\u00fcz, burun \u015fekli, ten rengi ve g\u00f6z rengi gibi \u00f6zelliklerin temsillerini i\u00e7erecektir.\u00a0\u00dcretilen temsillerin ayn\u0131 anlama sahip olmas\u0131 i\u00e7in her ki\u015fi i\u00e7in ayn\u0131 kodlay\u0131c\u0131y\u0131 kullan\u0131r\u0131z.<\/span><\/p><p><span>Daha sonra gizli y\u00fcz\u00fc bir kod \u00e7\u00f6z\u00fcc\u00fc kullanarak tekrar g\u00f6r\u00fcnt\u00fcye d\u00f6n\u00fc\u015ft\u00fcr\u00fcyoruz.\u00a0Kod \u00e7\u00f6z\u00fcc\u00fcy\u00fc e\u011fitmek i\u00e7in hangi g\u00f6r\u00fcnt\u00fcleri kulland\u0131\u011f\u0131m\u0131za ba\u011fl\u0131 olarak \u00e7\u0131kt\u0131 y\u00fcz\u00fc g\u00f6r\u00fcnt\u00fcs\u00fc de\u011fi\u015fecektir.\u00a0Y\u00fcz de\u011fi\u015ftirmenin en \u00f6nemli k\u0131sm\u0131, A ki\u015fisi i\u00e7in kod \u00e7\u00f6z\u00fcc\u00fcn\u00fcn B ki\u015fisinin gizli y\u00fcz\u00fcne uygulanmas\u0131d\u0131r (ve bunun tersi de ge\u00e7erlidir).\u00a0Bu \u015fekilde \u00e7\u0131kt\u0131 y\u00fcz\u00fc, A ki\u015fisinin ifadesine ve yap\u0131s\u0131na, ancak B ki\u015fisinin tarz\u0131na ve g\u00f6r\u00fcn\u00fcm\u00fcne sahip olacakt\u0131r.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3445f7 elementor-widget elementor-widget-image\" data-id=\"a3445f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-olusturma-sureci.png\" class=\"attachment-large size-large wp-image-5731\" alt=\"Deepfake olu\u015fturma s\u00fcreci. | Resim: Jye Sawtell-Rickson\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-olusturma-sureci.png 512w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-olusturma-sureci-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-olusturma-sureci-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/Deepfake-olusturma-sureci-12x12.png 12w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Deepfake olu\u015fturma s\u00fcreci. | Resim: Jye Sawtell-Rickson<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b4bb98 elementor-widget elementor-widget-text-editor\" data-id=\"7b4bb98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Bu \u015fekil, e\u011fitim (\u00fcstteki iki s\u0131ra) ve deepfake&#8217;in olu\u015fturulmas\u0131 (alt s\u0131ra) arac\u0131l\u0131\u011f\u0131yla deepfake s\u00fcrecini g\u00f6stermektedir.\u00a0E\u011fitim a\u015famas\u0131nda, giri\u015f g\u00f6r\u00fcnt\u00fclerinden (sol portreler) gizli y\u00fczler (orta portreler) olu\u015fturmak i\u00e7in kodlay\u0131c\u0131 (mavi) farkl\u0131 g\u00f6r\u00fcnt\u00fcler aras\u0131nda payla\u015ft\u0131r\u0131l\u0131r.<\/span><\/p><p><span>Her ki\u015fi i\u00e7in ayr\u0131 kod \u00e7\u00f6z\u00fcc\u00fcler e\u011fitilir (ye\u015fil ve pembe).\u00a0Olu\u015fturma a\u015famas\u0131nda ayn\u0131 kodlay\u0131c\u0131 kullan\u0131l\u0131r, ancak farkl\u0131 bir ki\u015fiye ait kod \u00e7\u00f6z\u00fcc\u00fc kullan\u0131l\u0131r, bu da giri\u015f g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fcn pozuna ve ifadesine sahip ancak kod \u00e7\u00f6z\u00fcc\u00fcy\u00fc olu\u015fturmak i\u00e7in kullan\u0131lan ki\u015finin stiline sahip bir g\u00f6r\u00fcnt\u00fcn\u00fcn olu\u015fturulmas\u0131na yol a\u00e7ar.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dcfe6c1 elementor-widget elementor-widget-heading\" data-id=\"dcfe6c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Deepfake'ler Yaln\u0131zca Videolar m\u0131?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c29736 elementor-widget elementor-widget-text-editor\" data-id=\"7c29736\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Hay\u0131r, deepfake&#8217;ler videolar, foto\u011fraflar ve hatta ses olabilir.\u00a0Y\u00fczleri de\u011fi\u015ftirme veya sentetik medya olu\u015fturma fikri yeni de\u011fil.\u00a0Uzun y\u0131llardan beri foto\u011fraf d\u00fczenleme yaz\u0131l\u0131m\u0131na eri\u015fimimiz var ve bu yaz\u0131l\u0131m, yetenekli ki\u015filerin y\u00fcksek kalitede y\u00fcz takas\u0131 yapmas\u0131na olanak tan\u0131yor.\u00a0Deepfake&#8217;in arkas\u0131ndaki tekni\u011fi bu kadar \u00f6nemli k\u0131lan \u015fey, hemen hemen herkesin ayn\u0131 \u015feyi hi\u00e7bir sanat \u00f6\u011frenmeden ve \u00e7ok daha b\u00fcy\u00fck \u00f6l\u00e7ekte \u00fcretmesine olanak sa\u011flamas\u0131d\u0131r.\u00a0<\/span><\/p><p><span>Deepfake teknolojisinin\u00a0temel\u00a0<\/span><a href=\"https:\/\/theaisummer.com\/deepfakes\/\" target=\"_blank\" rel=\"noopener\"><span>uygulamalar\u0131 \u015funlar\u0131 i\u00e7erir:<\/span><\/a><\/p><ul><li><strong><span>Y\u00fcz takas\u0131<\/span><\/strong><span>: Y\u00fcz takas\u0131, iki ki\u015finin y\u00fczlerinin de\u011fi\u015ftirildi\u011fi en yayg\u0131n ve belirgin tekniktir.\u00a0Bu genellikle bir \u00fcnl\u00fcn\u00fcn, i\u00e7inde bulunmad\u0131\u011f\u0131 bir sahnede imaj\u0131n\u0131 olu\u015fturmak i\u00e7indir.<\/span><\/li><li><strong><span>Y\u00fcz sentezi<\/span><\/strong><span>: Y\u00fcz sentezi ger\u00e7ekli\u011fi geni\u015fletir ve bir ki\u015fi i\u00e7in daha \u00f6nce var olmayan bir y\u00fcz olu\u015fturur.<\/span><\/li><li><strong><span>Y\u00fcz nitelikleri ve ifade manip\u00fclasyonu<\/span><\/strong><span>: Nitelik ve ifade manip\u00fclasyonunda, bir y\u00fcz, g\u00f6zler gibi belirli \u00f6zelliklerin de\u011fi\u015ftirilmesiyle veya ifadelerin de\u011fi\u015ftirilmesiyle, \u00f6rne\u011fin ka\u015flar\u0131n \u00e7at\u0131lmas\u0131yla de\u011fi\u015ftirilir.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b51f2a elementor-widget elementor-widget-heading\" data-id=\"5b51f2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Deepfake'i Nas\u0131l Yapars\u0131n\u0131z?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e1cbac elementor-widget elementor-widget-text-editor\" data-id=\"4e1cbac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span>Deepfake olu\u015fturmak \u015fa\u015f\u0131rt\u0131c\u0131 derecede kolayd\u0131r.\u00a0<\/span><span>Deepfake \u00fcretimini n\u00fcfusun\u00a0<\/span><a href=\"https:\/\/www.bankmycell.com\/blog\/how-many-phones-are-in-the-world\" target=\"_blank\" rel=\"noopener\"><span>y\u00fczde 80&#8217;inin<\/span><\/a><span> kolayca eri\u015febilmesini sa\u011flayan \u00e7ok \u00e7e\u015fitli ak\u0131ll\u0131 telefon uygulamalar\u0131 mevcut.\u00a0<\/span><span>Uygulamalara ek olarak, bir ki\u015finin yerel CPU&#8217;larda (bilgisayar i\u015flem birimi) \u00e7ok daha geli\u015fmi\u015f \u00e7o\u011faltmalar veya GPU&#8217;larda (grafik i\u015flem birimi) en iyi \u00e7o\u011faltmalar\u0131 \u00e7al\u0131\u015ft\u0131rmas\u0131na olanak tan\u0131yan bilgisayar programlar\u0131 da mevcuttur.<\/span><\/p><p><span>En pop\u00fcler ara\u00e7lardan baz\u0131lar\u0131 \u015funlard\u0131r:<\/span><\/p><ul><li><a href=\"https:\/\/www.faceapp.com\/\" target=\"_blank\" rel=\"noopener\"><span>FaceApp<\/span><\/a><span>: FaceApp, foto\u011fraflar\u0131 \u00f6zellik ekleyip \u00e7\u0131karacak \u015fekilde d\u00f6n\u00fc\u015ft\u00fcr\u00fcr, b\u00f6ylece kullan\u0131c\u0131lar\u0131n yaln\u0131zca birka\u00e7 t\u0131klamayla \u00fcnl\u00fclere benzer foto\u011fraflar olu\u015fturmas\u0131na olanak tan\u0131r.<\/span><\/li><li><a href=\"https:\/\/www.wombo.ai\/\" target=\"_blank\" rel=\"noopener\"><span>Wombo<\/span><\/a><span>: Wombo, kullan\u0131c\u0131lar\u0131n y\u00fckledi\u011fi foto\u011fraflardan \u015fark\u0131 s\u00f6yleyen ve dans eden video klipler olu\u015fturur.<\/span><\/li><li><a href=\"https:\/\/github.com\/iperov\/DeepFaceLab\" target=\"_blank\" rel=\"noopener\"><span>DeepFaceLab<\/span><\/a><span>: DeepFaceLab PC yaz\u0131l\u0131m\u0131, deepfake videolar\u0131n y\u00fczde 95&#8217;inin olu\u015fturulmas\u0131nda kullan\u0131l\u0131yor.<\/span><\/li><li><a href=\"https:\/\/github.com\/AliaksandrSiarohin\/first-order-model\" target=\"_blank\" rel=\"noopener\"><span>Birinci Dereceden Hareket Modeli<\/span><\/a><span>: Birinci Dereceden Hareket Modeli, y\u00fczleri, giyim e\u015fyalar\u0131n\u0131 ve daha fazlas\u0131n\u0131 de\u011fi\u015ftirmek i\u00e7in kullanabilece\u011finiz<\/span><span>\u00a0GAN tabanl\u0131 PC yaz\u0131l\u0131m\u0131d\u0131r.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fb6458 elementor-widget elementor-widget-heading\" data-id=\"0fb6458\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Deepfake nas\u0131l tespit edilir?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c14c98 elementor-widget elementor-widget-text-editor\" data-id=\"7c14c98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"title\"><span style=\"font-size: 16px;\">Deepfake olu\u015fturma ara\u00e7lar\u0131n\u0131n geni\u015f \u00e7apta kullan\u0131labilirli\u011fi nedeniyle, herkesin deepfake&#8217;i nas\u0131l tespit edece\u011fine dair temel bir anlay\u0131\u015fa sahip olmas\u0131 \u00f6nemlidir. Asl\u0131nda aralar\u0131nda Google, Amazon ve Meta&#8217;n\u0131n da bulundu\u011fu \u015firketler,\u00a0<\/span><a style=\"font-size: 16px;\" href=\"https:\/\/theaisummer.com\/deepfakes\/\" target=\"_blank\" rel=\"noopener\">toplulu\u011fu<\/a><span style=\"font-size: 16px;\">\u00a0deepfake&#8217;i neyin a\u00e7\u0131\u011fa \u00e7\u0131kard\u0131\u011f\u0131n\u0131 analiz etmeye ve anlamaya aktif olarak te\u015fvik ediyor.\u00a0Kendilerinin ve di\u011ferlerinin ara\u015ft\u0131rmalar\u0131 sonucunda, deepfake&#8217;i tespit etmenin \u00e7e\u015fitli yollar\u0131n\u0131 ke\u015ffettiler:<\/span><\/p><div class=\"description\"><ul><li><strong>Do\u011fal olmayan y\u00fcz veya ortam<\/strong>: Deepfake g\u00f6rseller veya video b\u00f6l\u00fcmleri, do\u011fal olmayan y\u00fcz ifadelerine veya y\u00fcz \u00f6zelli\u011fi yerle\u015fimine sahip olabilir ya da ortam\u0131n kendisi (\u0131\u015f\u0131kland\u0131rma gibi) ger\u00e7ek\u00e7i olmayabilir.\u00a0<\/li><li><strong>Do\u011fal olmayan davran\u0131\u015f<\/strong>: Deepfake videolarda g\u00f6rseller aras\u0131nda s\u00fcreklilik olmas\u0131 gerekir ancak bunu uygulamak zordur.\u00a0Sonu\u00e7 olarak, d\u00fczensiz g\u00f6z k\u0131rpma veya de\u011fi\u015fken hareketler gibi do\u011fal olmayan davran\u0131\u015flar\u0131 fark edebilirsiniz.<\/li><li><strong>G\u00f6r\u00fcnt\u00fc yapayl\u0131klar\u0131<\/strong>: Deepfake g\u00f6r\u00fcnt\u00fclerde, bir ki\u015finin v\u00fccudunun di\u011ferinin y\u00fcz\u00fcyle birbirine dikildi\u011fi boyun \u00e7evresinde bulan\u0131kl\u0131k gibi tuhaf yap\u0131lar bulunabilir.<\/li><li><strong>Ses<\/strong>: Deepfake&#8217;ler sesle birle\u015ftirildi\u011finde dudaklar, sesten bekledi\u011finiz gibi beklenmedik bir hareket izleyebilir.<\/li><\/ul><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3b87bc elementor-widget elementor-widget-heading\" data-id=\"f3b87bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Deepfake'in Riskleri Nelerdir? \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f5e0cd elementor-widget elementor-widget-text-editor\" data-id=\"4f5e0cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bir\u00e7ok teknolojik yenilikte oldu\u011fu gibi deepfake&#8217;lerin de hem olumlu hem de olumsuz etkileri oldu.<\/p><p>En yayg\u0131n kullan\u0131m durumundan yola \u00e7\u0131karak baz\u0131 ara\u015ft\u0131rmalar, deepfake videolar\u0131n\u00a0<a href=\"https:\/\/enough.org\/objects\/Deeptrace-the-State-of-Deepfakes-2019.pdf\" target=\"_blank\" rel=\"noopener\">y\u00fczde 96&#8217;s\u0131n\u0131n<\/a>\u00a0pornografi i\u00e7in olu\u015fturuldu\u011funu tahmin ediyor.\u00a0\u0130\u00e7erik olu\u015fturucular, deepfake teknolojisini kullanarak \u00fcnl\u00fclerin y\u00fczlerini modellere yerle\u015ftiren yeni videolar \u00fcretebiliyor.\u00a0<a href=\"https:\/\/www.bbc.co.uk\/news\/technology-63669711\" target=\"_blank\" rel=\"noopener\">Bu uygulama, bir\u00e7ok \u00fclkenin pornografik deepfake&#8217;leri yasaklamaya<\/a>\u00a0karar vermesiyle ele\u015ftirel tepkilere yol a\u00e7t\u0131 ;\u00a0\u00e7e\u015fitli web siteleri deepfake pornografinin kendi \u015fart ve ko\u015fullar\u0131na ayk\u0131r\u0131 oldu\u011funu belirtti.\u00a0May\u0131s 2022&#8217;de\u00a0<a href=\"https:\/\/web.archive.org\/web\/20220524020957\/https:\/\/research.google.com\/colaboratory\/faq.html\" target=\"_blank\" rel=\"noopener\">Google<\/a>, deepfake modellerini e\u011fitmenin daha \u00f6nce pop\u00fcler olan bir yolu olan deepfake olu\u015fturmak i\u00e7in Colab hizmetinin kullan\u0131m\u0131n\u0131 yasaklad\u0131; bu, bu t\u00fcr deepfake&#8217;lerin yayg\u0131nl\u0131\u011f\u0131n\u0131 daha da azaltacakt\u0131r.<\/p><p>Deepfake&#8217;lerin bir di\u011fer \u00f6nemli kullan\u0131m alan\u0131 da e\u011flencedir.\u00a0\u00c7e\u015fitli deepfake uygulamalar\u0131 d\u00fcnya \u00e7ap\u0131nda milyonlarca ki\u015fi taraf\u0131ndan sosyal medya platformlar\u0131nda payla\u015f\u0131lan i\u00e7erik olu\u015fturmak i\u00e7in kullan\u0131ld\u0131.\u00a0<a href=\"https:\/\/www.thecut.com\/2019\/07\/celebrity-faceapp-age-viral-trend.html\" target=\"_blank\" rel=\"noopener\">Bunlar\u0131n bir\u00e7o\u011fu \u201c kendini ya\u015fland\u0131r<\/a> \u201d ve Nicholas Cage trendleri\u00a0gibi viral trendlere d\u00f6n\u00fc\u015ft\u00fc.\u00a0Disney ayn\u0131 zamanda\u00a0gelecekteki yap\u0131mlarda\u00a0kullanmak amac\u0131yla\u00a0<a href=\"https:\/\/studios.disneyresearch.com\/2020\/06\/29\/high-resolution-neural-face-swapping-for-visual-effects\/\" target=\"_blank\" rel=\"noopener\">sahte teknolojiye de yat\u0131r\u0131m<\/a> yap\u0131yor.<\/p><p>Deepfake&#8217;lerin siyaset arenas\u0131nda uygulanmas\u0131 muhtemelen en tart\u0131\u015fmal\u0131 olan\u0131d\u0131r.\u00a0Rusya&#8217;n\u0131n 2022&#8217;de Ukrayna&#8217;y\u0131 i\u015fgali s\u0131ras\u0131nda,\u00a0<a href=\"https:\/\/www.snopes.com\/fact-check\/putin-deepfake-russian-surrender\/\" target=\"_blank\" rel=\"noopener\">Rusya lideri Vladimir Putin&#8217;in<\/a>\u00a0Ukrayna&#8217;ya teslim oldu\u011funu g\u00f6steren derin sahte bir foto\u011fraf Twitter&#8217;da dola\u015f\u0131yordu.\u00a0<a href=\"https:\/\/variety.com\/2022\/film\/news\/south-park-creators-deepfake-donald-trump-movie-1235337022\/\" target=\"_blank\" rel=\"noopener\">Ayr\u0131ca, South Park&#8217;\u0131n yarat\u0131c\u0131lar\u0131 Matt Stone ve Trey Parker taraf\u0131ndan geli\u015ftirilen bir filmin tamam\u0131 da<\/a> dahil olmak \u00fczere \u00f6nceki ABD ba\u015fkan\u0131 Donald Trump&#8217;\u0131n bir\u00e7ok deepfake&#8217;i de mevcut.<\/p><p>Deepfake&#8217;lerin y\u00fcksek kalitesi, halk\u0131n ger\u00e7e\u011fi kurgudan ay\u0131rt etmesini zorla\u015ft\u0131r\u0131yor.\u00a0Deepfake&#8217;in daha sonra sahte oldu\u011fu ortaya \u00e7\u0131ksa bile video zaten ciddi hasara yol a\u00e7m\u0131\u015f olabilir.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d1a06e1 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d1a06e1\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-275f165\" data-id=\"275f165\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37efd78 elementor-widget elementor-widget-image\" data-id=\"37efd78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1938ba1 elementor-widget elementor-widget-heading\" data-id=\"1938ba1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f99835a elementor-widget elementor-widget-heading\" data-id=\"f99835a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a> Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44dab14 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"44dab14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-a07a183\" data-id=\"a07a183\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c72e164 elementor-widget elementor-widget-heading\" data-id=\"c72e164\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b78189a premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"b78189a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t\r\n\r\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5728\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\r\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\r\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\r\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\r\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\r\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\r\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\r\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\r\n\r\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\r\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\r\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\r\n\t\t<\/p>\r\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\r\n\t\t\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Deepfake Nedir? Deepfake, derin \u00f6\u011frenme teknikleri ve &#8220;derin \u00f6\u011frenme&#8221; ile &#8220;sahte&#8221; portmantosu kullan\u0131larak \u00fcretilen yapay medyad\u0131r. Deepfake, bir g\u00f6r\u00fcnt\u00fcdeki \u00f6zellikleri di\u011ferinin \u00f6zellikleriyle de\u011fi\u015ftirir.\u00a0Deepfake olu\u015fturmak i\u00e7in,&hellip;<\/p>","protected":false},"author":1,"featured_media":5730,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[111,17],"class_list":["post-5728","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-deepfake","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5728","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5728"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5728\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5730"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5728"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5728"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5728"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}