{"id":80042,"date":"2025-08-01T15:00:00","date_gmt":"2025-08-01T12:00:00","guid":{"rendered":"https:\/\/www.indir.com\/haber\/?p=80042"},"modified":"2025-08-01T11:15:37","modified_gmt":"2025-08-01T08:15:37","slug":"yapay-zekanin-yazdigi-koda-koru-korune-guvenmeyin","status":"publish","type":"post","link":"https:\/\/www.indir.com\/haber\/yapay-zekanin-yazdigi-koda-koru-korune-guvenmeyin\/","title":{"rendered":"Yapay Zek\u00e2n\u0131n Yazd\u0131\u011f\u0131 Koda K\u00f6r\u00fc K\u00f6r\u00fcne G\u00fcvenmeyin"},"content":{"rendered":"\n<p><strong>Yapay zek\u00e2 <\/strong>destekli kodlama ara\u00e7lar\u0131n\u0131n h\u0131zla yayg\u0131nla\u015ft\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, geli\u015ftiriciler aras\u0131nda pop\u00fclerle\u015fen bu sistemlerin g\u00fcvenli\u011fi ciddi \u015fekilde sorgulan\u0131yor. K\u0131sa s\u00fcrede sonu\u00e7 \u00fcretme avantaj\u0131 nedeniyle s\u0131k\u00e7a tercih edilen b\u00fcy\u00fck dil modelleri (LLM), verimlilik sunsalar da arka planda ciddi g\u00fcvenlik a\u00e7\u0131klar\u0131 ta\u015f\u0131yabiliyor.<\/p>\n\n\n\n<p>Veracode\u2019un payla\u015ft\u0131\u011f\u0131 kapsaml\u0131 bir rapora g\u00f6re, yapay zek\u00e2 modellerince yaz\u0131lan kodlar\u0131n yakla\u015f\u0131k yar\u0131s\u0131nda g\u00fcvenlik zafiyetlerine rastlan\u0131yor. Kodlama d\u00fcnyas\u0131nda \u201cvibe coding\u201d ak\u0131m\u0131 y\u00fckselirken, bu \u201chaval\u0131\u201d sistemlerin perde arkas\u0131nda ciddi riskler bar\u0131n\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yar\u0131dan Fazlas\u0131 G\u00fcvensiz Kod \u00dcretiyor<\/h2>\n\n\n\n<p><strong>Veracode\u2019un<\/strong> ger\u00e7ekle\u015ftirdi\u011fi ara\u015ft\u0131rmada, farkl\u0131 b\u00fcy\u00fck dil modelleri 80 ayr\u0131 yaz\u0131l\u0131m geli\u015ftirme g\u00f6revinde test edildi. G\u00f6revler, \u00e7e\u015fitli programlama dillerinde uygulama geli\u015ftirme, fonksiyon olu\u015fturma ve g\u00fcvenlik a\u00e7\u0131s\u0131ndan zay\u0131f noktalar i\u00e7eren senaryolar\u0131 kaps\u0131yordu. Ancak sonu\u00e7lar, beklenenden olduk\u00e7a olumsuzdu. Test edilen modellerin yaln\u0131zca %55\u2019i <strong>g\u00fcvenli kod<\/strong> \u00fcretmeyi ba\u015farabildi.<\/p>\n\n\n\n<p>Geriye kalan %45\u2019lik b\u00f6l\u00fcm ise ciddi g\u00fcvenlik a\u00e7\u0131klar\u0131 i\u00e7eriyordu. Bununla birlikte, bu g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n OWASP (Open Worldwide Application Security Project) taraf\u0131ndan tan\u0131mlanan en kritik tehdit s\u0131n\u0131flar\u0131 aras\u0131nda bulundu\u011fu ortaya kondu. Yapay zek\u00e2 taraf\u0131ndan olu\u015fturulan kodlarda; k\u0131r\u0131k eri\u015fim kontrolleri, zay\u0131f kriptografi uygulamalar\u0131 ve veri b\u00fct\u00fcnl\u00fc\u011f\u00fcne ili\u015fkin sorunlar gibi kritik problemler s\u0131k\u00e7a kar\u015f\u0131m\u0131za \u00e7\u0131k\u0131yor. Bu da geli\u015ftiricilerin bu kodlar\u0131 do\u011frudan sistemlerine entegre etmeleri h\u00e2linde, \u00f6nemli siber g\u00fcvenlik tehditleriyle kar\u015f\u0131la\u015fabileceklerini g\u00f6steriyor.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"900\" src=\"http:\/\/www.indir.com\/haber\/wp-content\/uploads\/2025\/07\/Adsiz-tasarim109.jpg\" alt=\"Yapay Zek\u00e2\" class=\"wp-image-80043\" title=\"\"><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Zaman Ge\u00e7se de G\u00fcvenlik Artm\u0131yor<\/h2>\n\n\n\n<p>Ara\u015ft\u0131rman\u0131n bir di\u011fer \u00e7arp\u0131c\u0131 y\u00f6n\u00fc ise modellerin zaman i\u00e7inde g\u00fcvenlik konusunda geli\u015fme kaydetmemi\u015f olmas\u0131. Kodlar\u0131n sentaks\u0131 her ne kadar giderek daha do\u011fru hale gelse de, g\u00fcvenli\u011fe dair iyile\u015fmeler olduk\u00e7a s\u0131n\u0131rl\u0131 kald\u0131. Yani daha b\u00fcy\u00fck ve geli\u015fmi\u015f modeller dahi <strong>daha g\u00fcvenli kod<\/strong> \u00fcretme konusunda ciddi bir ivme g\u00f6steremedi.<\/p>\n\n\n\n<p>Bu durum, kodlama s\u00fcrecinde yapay zek\u00e2 kullan\u0131m\u0131n\u0131n h\u0131zla artmas\u0131yla birlikte daha da kritik h\u00e2le geliyor. \u00c7\u00fcnk\u00fc yaz\u0131lan her yeni sat\u0131r kod, potansiyel bir sald\u0131r\u0131 y\u00fczeyi anlam\u0131na geliyor. Bu noktada, k\u00f6t\u00fc niyetli akt\u00f6rler de geri kalm\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zek\u00e2 ile A\u00e7\u0131k \u00dcretmek ve Bulmak M\u00fcmk\u00fcn<\/h2>\n\n\n\n<p>Berkeley \u00dcniversitesi\u2019nin ger\u00e7ekle\u015ftirdi\u011fi bir di\u011fer ara\u015ft\u0131rma ise dikkat \u00e7ekici bir d\u00f6ng\u00fcy\u00fc ortaya koydu.  Yapay zek\u00e2 modelleri bir yandan hatal\u0131 ve a\u00e7\u0131k i\u00e7eren kodlar \u00fcretirken, di\u011fer yapay zek\u00e2 sistemleri ise bu a\u00e7\u0131klar\u0131 <strong>tespit edip s\u00f6m\u00fcrmede<\/strong> olduk\u00e7a ba\u015far\u0131l\u0131. Bu da siber g\u00fcvenli\u011fin AI destekli sistemlerde yeni bir boyut kazand\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/p>\n\n\n\n<p>Bu duruma verilebilecek \u00e7arp\u0131c\u0131 \u00f6rneklerden biri, k\u0131sa s\u00fcre \u00f6nce ya\u015fand\u0131. 404 Media\u2019n\u0131n haberine g\u00f6re bir hacker, Amazon\u2019un AI destekli kodlama arac\u0131na GitHub \u00fczerinden k\u00f6t\u00fc ama\u00e7l\u0131 kodlar enjekte ederek \u00e7al\u0131\u015ft\u0131\u011f\u0131 bilgisayarlardaki dosyalar\u0131n silinmesini sa\u011flad\u0131. Bu olay, AI sistemlerinin yaln\u0131zca hata yapmakla kalmay\u0131p, hacker&#8217;lar\u0131n oyun alan\u0131na da d\u00f6n\u00fc\u015febilece\u011fini kan\u0131tlad\u0131.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kodunuzu G\u00f6z\u00fcn\u00fcz Kapal\u0131 Yay\u0131nlamay\u0131n<\/h2>\n\n\n\n<p><strong>AI destekli kodlama ara\u00e7lar\u0131, <\/strong>geli\u015ftiricilere b\u00fcy\u00fck zaman kazand\u0131r\u0131yor. Ancak bu ara\u00e7lardan \u00e7\u0131kan her sat\u0131r\u0131n dikkatle kontrol edilmesi gerekiyor. G\u00fcvenlik a\u00e7\u0131klar\u0131 yaln\u0131zca yaz\u0131l\u0131m\u0131n \u00e7al\u0131\u015fmas\u0131n\u0131 de\u011fil, kullan\u0131c\u0131 verilerinin b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc ve sistemin s\u00fcrd\u00fcr\u00fclebilirli\u011fini de tehdit edebilir.<\/p>\n\n\n\n<p><strong>Yapay zek\u00e2 <\/strong>taraf\u0131ndan \u00fcretilen kodlar kullan\u0131lmadan \u00f6nce manuel testler, kod incelemeleri ve g\u00fcvenlik taramalar\u0131n\u0131n yap\u0131lmas\u0131 art\u0131k bir gereklilik olarak \u00f6ne \u00e7\u0131k\u0131yor. Aksi takdirde sistemleriniz, siber sald\u0131rganlar\u0131n hedefi olabilir.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 destekli kodlama ara\u00e7lar\u0131n\u0131n h\u0131zla yayg\u0131nla\u015ft\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, geli\u015ftiriciler aras\u0131nda pop\u00fclerle\u015fen bu sistemlerin g\u00fcvenli\u011fi ciddi \u015fekilde sorgulan\u0131yor. K\u0131sa s\u00fcrede sonu\u00e7 \u00fcretme avantaj\u0131 nedeniyle s\u0131k\u00e7a tercih edilen b\u00fcy\u00fck dil modelleri (LLM), verimlilik sunsalar da arka planda ciddi g\u00fcvenlik a\u00e7\u0131klar\u0131 ta\u015f\u0131yabiliyor. Veracode\u2019un payla\u015ft\u0131\u011f\u0131 kapsaml\u0131 bir rapora g\u00f6re, yapay zek\u00e2 modellerince yaz\u0131lan kodlar\u0131n yakla\u015f\u0131k yar\u0131s\u0131nda g\u00fcvenlik zafiyetlerine rastlan\u0131yor. [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":80044,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,48],"tags":[11670,11127],"class_list":["post-80042","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","category-yazilim","tag-kodlama","tag-yapay-zeka-2"],"_links":{"self":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/80042","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/users\/78"}],"replies":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/comments?post=80042"}],"version-history":[{"count":2,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/80042\/revisions"}],"predecessor-version":[{"id":80098,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/posts\/80042\/revisions\/80098"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/media\/80044"}],"wp:attachment":[{"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/media?parent=80042"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/categories?post=80042"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.indir.com\/haber\/wp-json\/wp\/v2\/tags?post=80042"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}