{"id":1044,"date":"2026-08-24T19:04:25","date_gmt":"2026-08-24T16:04:25","guid":{"rendered":"https:\/\/www.tayfnews.tech\/tr\/?p=1044"},"modified":"2026-08-24T19:04:25","modified_gmt":"2026-08-24T16:04:25","slug":"google-agent-development-kit-guvenli-yapay-zeka-is-akislari","status":"publish","type":"post","link":"https:\/\/www.tayfnews.tech\/tr\/technology\/google-agent-development-kit-guvenli-yapay-zeka-is-akislari\/","title":{"rendered":"Google Agent Development Kit: G\u00fcvenli Yapay Zeka \u0130\u015f Ak\u0131\u015flar\u0131"},"content":{"rendered":"<p>Otonom yapay zeka ajanlar\u0131, sohbet tabanl\u0131 asistanlardan \u00fcretim ortam\u0131ndaki durumlar\u0131 de\u011fi\u015ftirebilen g\u00fc\u00e7l\u00fc sistemlere d\u00f6n\u00fc\u015ft\u00fck\u00e7e, yaz\u0131l\u0131 sistem komut istemleri (prompt) gibi geleneksel g\u00fcvenlik \u00f6nlemleri k\u00f6t\u00fc ama\u00e7l\u0131 istismarlar\u0131 \u00f6nlemek i\u00e7in art\u0131k yetersiz kal\u0131yor. Google&#8217;\u0131n <strong>Agent Development Kit (ADK)<\/strong> arac\u0131ndaki bu zafiyetleri gidermek i\u00e7in geli\u015ftiricilerin art\u0131k sa\u011flam bir s\u0131f\u0131r g\u00fcven mimarisini benimsemesi gerekiyor. Bu paradigma de\u011fi\u015fimi, \u00e7ok ara\u00e7l\u0131 yapay zeka ajanlar\u0131n\u0131n, sistemleri yetkisiz veri manip\u00fclasyonuna, komut istemi enjeksiyonlar\u0131na veya tam sunucu ele ge\u00e7irmelerine maruz b\u0131rakmadan temel kurumsal altyap\u0131yla g\u00fcvenli bir \u015fekilde etkile\u015fime girmesini sa\u011flar.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><span class=\"ez-toc-js-icon-con\"><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><\/span><\/a><\/span><\/div>\n<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.tayfnews.tech\/tr\/technology\/google-agent-development-kit-guvenli-yapay-zeka-is-akislari\/#Altyapi_Duzeyinde_Guvenlik_Sinirlarinin_Uygulanmasi\" >Altyap\u0131 D\u00fczeyinde G\u00fcvenlik S\u0131n\u0131rlar\u0131n\u0131n Uygulanmas\u0131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/google-agent-development-kit-guvenli-yapay-zeka-is-akislari\/#Sifir_Guven_Yapay_Zeka_Ajanlari_Icin_Temel_Teknik_Gereksinimler\" >S\u0131f\u0131r G\u00fcven Yapay Zeka Ajanlar\u0131 \u0130\u00e7in Temel Teknik Gereksinimler<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/google-agent-development-kit-guvenli-yapay-zeka-is-akislari\/#Yurutme_Risklerinin_ve_Veri_Manipulasyonunun_Azaltilmasi\" >Y\u00fcr\u00fctme Risklerinin ve Veri Manip\u00fclasyonunun Azalt\u0131lmas\u0131<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Altyapi_Duzeyinde_Guvenlik_Sinirlarinin_Uygulanmasi\"><\/span>Altyap\u0131 D\u00fczeyinde G\u00fcvenlik S\u0131n\u0131rlar\u0131n\u0131n Uygulanmas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Modern ajan i\u015f ak\u0131\u015flar\u0131n\u0131n g\u00fcvenli\u011fini sa\u011flamak, yaln\u0131zca uygulama katman\u0131 mant\u0131\u011f\u0131na g\u00fcvenmek yerine altyap\u0131 d\u00fczeyinde uygulanan sert g\u00fcvenlik s\u0131n\u0131rlar\u0131 gerektirir. Otonom ajanlara dinamik kod \u00e7al\u0131\u015ft\u0131rma ve canl\u0131 veritabanlar\u0131n\u0131 de\u011fi\u015ftirme yetene\u011fi verildi\u011finde, ba\u015far\u0131l\u0131 herhangi bir komut istemi enjeksiyonu sald\u0131r\u0131s\u0131 potansiyel olarak ciddi bir \u00fcretim kesintisine veya veri ihlaline d\u00f6n\u00fc\u015febilir. Google Agent Development Kit ekosistemi i\u00e7inde kat\u0131 s\u0131f\u0131r g\u00fcven ilkeleri uygulanarak m\u00fchendislik ekipleri riskleri b\u00f6l\u00fcmlere ay\u0131rabilir ve bir ajan taraf\u0131ndan ger\u00e7ekle\u015ftirilen her eylemin kriptografik olarak do\u011frulanmas\u0131n\u0131 ve g\u00fcvenli bir \u015fekilde izole edilmesini sa\u011flayabilir.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Sifir_Guven_Yapay_Zeka_Ajanlari_Icin_Temel_Teknik_Gereksinimler\"><\/span>S\u0131f\u0131r G\u00fcven Yapay Zeka Ajanlar\u0131 \u0130\u00e7in Temel Teknik Gereksinimler<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Google Agent Development Kit da\u011f\u0131t\u0131mlar\u0131 i\u00e7in kapsaml\u0131 bir savunma duru\u015fu olu\u015fturmak amac\u0131yla geli\u015ftiricilerin altyap\u0131 korumas\u0131n\u0131n \u00fc\u00e7 temel katman\u0131n\u0131 entegre etmesi gerekir:<\/p>\n<ul>\n<li><strong>Donan\u0131m destekli kriptografik imzalar:<\/strong> Durum de\u011fi\u015fikliklerinin do\u011frulanm\u0131\u015f, ele ge\u00e7irilmemi\u015f y\u00fcr\u00fctme yollar\u0131ndan kaynaklanmas\u0131n\u0131 sa\u011flamak i\u00e7in t\u00fcm veritaban\u0131 yaz\u0131mlar\u0131 i\u00e7in gereklidir.<\/li>\n<li><strong>gVisor ile \u00e7ekirdek d\u00fczeyinde korumal\u0131 alan (sandboxing):<\/strong> K\u00f6t\u00fc ama\u00e7l\u0131 y\u00fcklerin ana i\u015fletim sistemine s\u0131zmas\u0131n\u0131 \u00f6nlemek i\u00e7in dinamik kod y\u00fcr\u00fctme ortamlar\u0131n\u0131 izole eder.<\/li>\n<li><strong>Deterministik semantik a\u011f ge\u00e7itleri:<\/strong> Giri\u015f ve \u00e7\u0131k\u0131\u015f veri ak\u0131\u015flar\u0131n\u0131 y\u00fcr\u00fctmeden \u00f6nce \u00f6nceden tan\u0131mlanm\u0131\u015f \u015femalara ve g\u00fcvenlik politikalara kar\u015f\u0131 kat\u0131 bir \u015fekilde do\u011frular.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Yurutme_Risklerinin_ve_Veri_Manipulasyonunun_Azaltilmasi\"><\/span>Y\u00fcr\u00fctme Risklerinin ve Veri Manip\u00fclasyonunun Azalt\u0131lmas\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u00c7ok ara\u00e7l\u0131 yapay zeka ajanlar\u0131n\u0131n kurumsal ortamlara entegrasyonu, \u00f6zellikle ajanlar operasyonel mant\u0131\u011f\u0131 belirten g\u00fcvenilmeyen kullan\u0131c\u0131 girdilerini i\u015fledi\u011finde karma\u015f\u0131k sald\u0131r\u0131 vekt\u00f6rlerini do\u011fas\u0131 gere\u011fi beraberinde getirir. Deterministik semantik a\u011f ge\u00e7itlerinin kullan\u0131lmas\u0131; sistemlerin G\/\u00c7 i\u015flemlerini durdurup incelemesine, semantik anomalileri ve komut enjeksiyon giri\u015fimlerini arka u\u00e7 ara\u00e7lar\u0131na ula\u015fmadan \u00f6nce filtrelemesine olanak tan\u0131r. E\u015f zamanl\u0131 olarak, gVisor gibi \u00e7ekirdek d\u00fczeyinde izolasyon teknolojilerinin donan\u0131ma dayal\u0131 kriptografik imzalama ile e\u015fle\u015ftirilmesi, bir ajan\u0131n y\u00fcr\u00fctme ba\u011flam\u0131 ge\u00e7ici olarak ele ge\u00e7irilse bile \u00fcretim veritabanlar\u0131na kal\u0131c\u0131 zarar vermek i\u00e7in gereken kriptografik anahtarlardan ve konteyner ka\u00e7\u0131\u015f yollar\u0131ndan yoksun olmas\u0131n\u0131 sa\u011flar.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/developers.googleblog.com\/build-zero-trust-ai-agents-with-googles-agent-development-kit\/\" target=\"_blank\" rel=\"noopener noreferrer\">Orijinal Makale<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Donan\u0131m imzalar\u0131, gVisor korumal\u0131 alanlar\u0131 ve semantik a\u011f ge\u00e7itleriyle Google Agent Development Kit kullanarak s\u0131f\u0131r g\u00fcven mimarili yapay zeka ajanlar\u0131 in\u015fa edin.<\/p>\n","protected":false},"author":1,"featured_media":1043,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowrrDMDA:productID":"","tayfnews_source_url":"","footnotes":"","rank_math_focus_keyword":"Agent Development Kit, s\u0131f\u0131r g\u00fcven mimarisi, Google ADK, yapay zeka, g\u00fcvenlik, teknoloji","rank_math_title":"Google Agent Development Kit: G\u00fcvenli Yapay Zeka \u0130\u015f Ak\u0131\u015flar\u0131","rank_math_description":"Donan\u0131m imzalar\u0131, gVisor korumal\u0131 alanlar\u0131 ve semantik a\u011f ge\u00e7itleriyle Google Agent Development Kit kullanarak s\u0131f\u0131r g\u00fcven mimarili yapay zeka ajanlar\u0131 in\u015fa edin."},"categories":[2],"tags":[],"class_list":["post-1044","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/comments?post=1044"}],"version-history":[{"count":1,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1044\/revisions"}],"predecessor-version":[{"id":1045,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1044\/revisions\/1045"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media\/1043"}],"wp:attachment":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media?parent=1044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/categories?post=1044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/tags?post=1044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}