{"id":10082,"date":"2026-04-23T22:21:14","date_gmt":"2026-04-23T19:21:14","guid":{"rendered":"https:\/\/neoberidhaber.kahveciyazilim.com\/?p=10082"},"modified":"2026-04-23T22:21:15","modified_gmt":"2026-04-23T19:21:15","slug":"otonom-saldirilara-karsi-akilli-savunma-yz-guvenlik-savaslari-basladi","status":"publish","type":"post","link":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/2026\/04\/23\/otonom-saldirilara-karsi-akilli-savunma-yz-guvenlik-savaslari-basladi\/","title":{"rendered":"Otonom Sald\u0131r\u0131lara Kar\u015f\u0131 Ak\u0131ll\u0131 Savunma: YZ G\u00fcvenlik Sava\u015flar\u0131 Ba\u015flad\u0131"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Algoritmik Sava\u015f: Yapay Zeka Bir Tehdit mi, Yoksa Kalkan m\u0131?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Makaleye g\u00f6re, siber sald\u0131r\u0131lar\u0131n h\u0131z\u0131 art\u0131k insan tepki s\u00fcresinin (milisaniyeler) \u00f6tesine ge\u00e7ti\u011fi i\u00e7in savunma da tamamen otonomla\u015fmak zorunda kal\u0131yor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. Sald\u0131r\u0131 Kanad\u0131: &#8220;Ak\u0131ll\u0131&#8221; Zararl\u0131 Yaz\u0131l\u0131mlar<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">YZ, k\u00f6t\u00fc niyetli akt\u00f6rlerin i\u015fini hi\u00e7 olmad\u0131\u011f\u0131 kadar kolayla\u015ft\u0131r\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Otomatik Phishing (Oltalama):<\/strong> YZ, kurban\u0131n sosyal medya ge\u00e7mi\u015fini analiz ederek ki\u015fiye \u00f6zel, inand\u0131r\u0131c\u0131 ve s\u0131f\u0131r hata pay\u0131yla &#8220;m\u00fckemmel&#8221; oltalama e-postalar\u0131 tasarlayabiliyor.<\/li>\n\n\n\n<li><strong>Polimorfik Kodlar:<\/strong> Geleneksel antivir\u00fcs yaz\u0131l\u0131mlar\u0131na yakalanmamak i\u00e7in kendi kod yap\u0131s\u0131n\u0131 her saniye de\u011fi\u015ftiren &#8220;\u015fekil de\u011fi\u015ftiren&#8221; vir\u00fcsler art\u0131k birer ger\u00e7ek.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. Savunma Kanad\u0131: Anomali Tespiti ve Kendi Kendini Onaran Sistemler<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka, dijital bir ba\u011f\u0131\u015f\u0131kl\u0131k sistemi gibi \u00e7al\u0131\u015f\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Anomali Tespiti:<\/strong> YZ, bir \u015firketin a\u011f\u0131ndaki normal trafi\u011fi \u00f6\u011frenir ve en ufak bir sapmay\u0131 (\u00f6rne\u011fin bir dosyan\u0131n gece saatinde al\u0131\u015f\u0131lmad\u0131k bir \u015fekilde kopyalanmas\u0131n\u0131) an\u0131nda fark edip engeller.<\/li>\n\n\n\n<li><strong>S\u0131f\u0131r\u0131nc\u0131 G\u00fcn (Zero-Day) Korumas\u0131:<\/strong> Daha \u00f6nce hi\u00e7 g\u00f6r\u00fclmemi\u015f bir sald\u0131r\u0131 tipini, davran\u0131\u015f modellerine bakarak &#8220;tehlikeli&#8221; olarak etiketleyip sistemleri hen\u00fcz yama \u00e7\u0131kmadan koruyabiliyor.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. Deepfake: Sosyal M\u00fchendisli\u011fin Yeni Boyutu<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Makale, en b\u00fcy\u00fck risklerden birinin &#8220;insan alg\u0131s\u0131&#8221; oldu\u011funu vurguluyor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ses ve G\u00f6r\u00fcnt\u00fc Taklidi:<\/strong> Bir y\u00f6neticinin sesini veya g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc taklit eden yapay zeka, finans birimlerine sahte para transferi emirleri verdirtebiliyor. Bu, teknik siber g\u00fcvenlikten ziyade &#8220;insan zaafiyetini&#8221; hedef alan en b\u00fcy\u00fck tehlike.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Gelecek: YZ vs. YZ<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Evrim A\u011fac\u0131\u2019n\u0131n analizine g\u00f6re, siber g\u00fcvenlik art\u0131k bir &#8220;algoritmalar d\u00fcellosu&#8221; haline geldi. Kazanan\u0131; daha b\u00fcy\u00fck veri setine sahip olan ve daha h\u0131zl\u0131 \u00f6\u011frenen algoritma belirleyecek. Bu durum, teknoloji devleri aras\u0131nda yeni bir &#8220;stratejik silahlanma yar\u0131\u015f\u0131&#8221; olarak tan\u0131mlan\u0131yor.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/evrimagaci.org\/yapay-zeka-siber-guvenlikte-yeni-bir-silahlanma-yarisini-mi-baslatiyor-22781\">haber kayna\u011f\u0131 i\u00e7in t\u0131kla<\/a><\/div>\n<\/div>\n\n\n<div class=\"wp-block-post-author\"><div class=\"wp-block-post-author__avatar\"><img alt='' src='https:\/\/secure.gravatar.com\/avatar\/7aa2fa816019145edcb28b57f49f72b3e1caebcb19884adf0783399888b2d8e6?s=48&#038;d=mm&#038;r=g' srcset='https:\/\/secure.gravatar.com\/avatar\/7aa2fa816019145edcb28b57f49f72b3e1caebcb19884adf0783399888b2d8e6?s=96&#038;d=mm&#038;r=g 2x' class='avatar avatar-48 photo' height='48' width='48' \/><\/div><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">Mahmut Can Yal\u00e7\u0131n<\/p><\/div><\/div>\n\n\n<p class=\"wp-block-paragraph\">23.04.2026 22:20<\/p>\n","protected":false},"excerpt":{"rendered":"Siber d\u00fcnya art\u0131k insanlar\u0131n de\u011fil, algoritmalar\u0131n sava\u015ft\u0131\u011f\u0131 bir alana d\u00f6n\u00fc\u015f\u00fcyor. Bug\u00fcn (23 Nisan 2026) Evrim A\u011fac\u0131&#8217;nda yay\u0131mlanan makale, yapay zekan\u0131n siber g\u00fcvenlikteki \u00e7ift tarafl\u0131 rol\u00fcn\u00fc mercek alt\u0131na al\u0131yor. Sald\u0131rganlar otonom zararl\u0131 yaz\u0131l\u0131mlar ve &#8216;Deepfake&#8217; tabanl\u0131 doland\u0131r\u0131c\u0131l\u0131k y\u00f6ntemleri geli\u015ftirirken, savunma taraf\u0131 da insan m\u00fcdahalesi gerektirmeyen anl\u0131k koruma kalkanlar\u0131 in\u015fa ediyor. Peki, bu silahlanma yar\u0131\u015f\u0131nda &#8216;insan&#8217; nerede duruyor?","protected":false},"author":6,"featured_media":10083,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_display_header_overlay":false,"csco_singular_sidebar":"","csco_page_header_type":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"footnotes":""},"categories":[212,1],"tags":[],"class_list":["post-10082","post","type-post","status-publish","format-standard","has-post-thumbnail","category-bilim","category-genel","cs-entry","cs-video-wrap"],"_links":{"self":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/10082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/comments?post=10082"}],"version-history":[{"count":1,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/10082\/revisions"}],"predecessor-version":[{"id":10084,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/posts\/10082\/revisions\/10084"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/media\/10083"}],"wp:attachment":[{"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/media?parent=10082"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/categories?post=10082"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neoberidhaber.kahveciyazilim.com\/index.php\/wp-json\/wp\/v2\/tags?post=10082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}