{"id":18858,"date":"2025-04-22T06:45:13","date_gmt":"2025-04-22T03:45:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/"},"modified":"2025-04-22T06:45:13","modified_gmt":"2025-04-22T03:45:13","slug":"uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/","title":{"rendered":"Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka"},"content":{"rendered":"<p><body><\/p>\n<p>Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka<\/p>\n<p>Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, uygulama g\u00fcvenli\u011fi giderek daha fazla \u00f6nem kazanmaktad\u0131r.  Gelin, uygulama g\u00fcvenli\u011finde devrim yaratan iki g\u00fc\u00e7l\u00fc teknoloji olan generatif ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zekay\u0131 (AI) inceleyelim.  Bu teknoloji, yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etme ve \u00f6nleme konusunda muazzam potansiyele sahiptir.  \u00d6ncelikle, bu iki kavram\u0131 ayr\u0131 ayr\u0131 ele alal\u0131m ve daha sonra bir araya nas\u0131l geldiklerini inceleyelim.<\/p>\n<h2>Generatif Yapay Zeka ve Uygulama G\u00fcvenli\u011fi<\/h2>\n<p>Generatif AI, yeni, \u00f6zg\u00fcn veriler \u00fcretme yetene\u011fine sahip g\u00fc\u00e7l\u00fc bir AI t\u00fcr\u00fcd\u00fcr.  Uygulama g\u00fcvenli\u011finde, generatif AI, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etmek i\u00e7in kullan\u0131labilen \u00e7e\u015fitli g\u00fcvenlik test senaryolar\u0131 \u00fcretmek \u00fczere kullan\u0131labilir.  Bu sayede, geleneksel y\u00f6ntemlerle bulunmas\u0131 zor olan a\u00e7\u0131klar daha kolay tespit edilebilir.  \u00d6rne\u011fin, bir generatif AI modeli, bir web uygulamas\u0131n\u0131n g\u00fcvenli\u011fini test etmek i\u00e7in binlerce farkl\u0131 girdi olu\u015fturabilir ve beklenmedik davran\u0131\u015flar tespit edebilir.  Ayr\u0131ca, generatif AI, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 onarmak i\u00e7in gerekli olan kod par\u00e7ac\u0131klar\u0131n\u0131 da \u00fcretebilir; bu da geli\u015ftirme s\u00fcrecinin h\u0131zlanmas\u0131n\u0131 sa\u011flar.  Bu teknolojinin sa\u011flad\u0131\u011f\u0131 avantajlar olduk\u00e7a b\u00fcy\u00fckt\u00fcr, ancak  yanl\u0131\u015f kullan\u0131m durumlar\u0131nda k\u00f6t\u00fc ama\u00e7l\u0131 kod \u00fcretimi gibi riskleri de beraberinde getirebilir.<\/p>\n<h2>\u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka ve Uygulama G\u00fcvenli\u011fi<\/h2>\n<p>\u00d6ng\u00f6r\u00fcc\u00fc AI, ge\u00e7mi\u015f verileri analiz ederek gelecekteki olaylar\u0131 tahmin etmek i\u00e7in kullan\u0131l\u0131r.  Uygulama g\u00fcvenli\u011finde, \u00f6ng\u00f6r\u00fcc\u00fc AI, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n olu\u015fma olas\u0131l\u0131\u011f\u0131n\u0131 tahmin etmek ve olas\u0131 sald\u0131r\u0131lar\u0131 \u00f6nlemek i\u00e7in kullan\u0131labilir.  Bu modeller, ge\u00e7mi\u015f sald\u0131r\u0131 verileri, kod analizleri ve di\u011fer ilgili verileri inceleyerek, hangi uygulamalar\u0131n veya kod par\u00e7alar\u0131n\u0131n daha riskli oldu\u011funu belirleyebilir.  Bunun sonucunda, kaynaklar daha etkili bir \u015fekilde tahsis edilebilir ve risklere g\u00f6re \u00f6nceliklendirme yap\u0131labilir.  \u00d6ng\u00f6r\u00fcc\u00fc AI&#8217;n\u0131n etkin kullan\u0131m\u0131 i\u00e7in, do\u011fru ve g\u00fcncel verilerin toplanmas\u0131 ve modellenmesi olduk\u00e7a \u00f6nemlidir.<\/p>\n<h2>Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc AI&#8217;n\u0131n Birle\u015fimi<\/h2>\n<p>Generatif ve \u00f6ng\u00f6r\u00fcc\u00fc AI&#8217;n\u0131n birlikte kullan\u0131m\u0131, uygulama g\u00fcvenli\u011finde e\u015fsiz avantajlar sunar.  \u00d6ng\u00f6r\u00fcc\u00fc modeller, hangi uygulamalar\u0131n daha y\u00fcksek risk alt\u0131nda oldu\u011funu belirleyebilirken, generatif modeller, bu riskli uygulamalar i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f g\u00fcvenlik testleri olu\u015fturabilir.  Bu entegre yakla\u015f\u0131m, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n daha h\u0131zl\u0131 ve etkili bir \u015fekilde tespit edilmesini sa\u011flar.  \u0130ki teknoloji birbirini tamamlayarak, daha g\u00fcvenli ve sa\u011flam yaz\u0131l\u0131mlar\u0131n geli\u015ftirilmesini destekler.<\/p>\n<h2>Uygulama G\u00fcvenli\u011fi \u0130\u00e7in Pratik \u00d6neriler<\/h2>\n<p>Bu teknolojilerden en iyi \u015fekilde yararlanmak i\u00e7in, a\u015fa\u011f\u0131daki ad\u0131mlar\u0131 atman\u0131z \u00f6nemlidir:  Kaliteli veri toplamaya odaklanmal\u0131s\u0131n\u0131z. Do\u011fru ve kapsaml\u0131 veriler olmadan AI modellerinin performans\u0131 s\u0131n\u0131rl\u0131 kal\u0131r.  Model se\u00e7imini dikkatlice yap\u0131n.  T\u00fcm modeller her uygulama i\u00e7in uygun olmayabilir.  \u0130\u015fletmenizin ihtiya\u00e7lar\u0131n\u0131 ve kaynaklar\u0131n\u0131z\u0131 dikkate alarak do\u011fru modeli se\u00e7melisiniz.  Son olarak, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etmenin yan\u0131nda,  insan uzmanl\u0131\u011f\u0131n\u0131n da \u00f6nemini unutmay\u0131n. AI, insan uzmanlar\u0131n\u0131 tamamen de\u011fi\u015ftirmez, aksine onlar\u0131 destekler.<\/p>\n<p>Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">Fatih Soysal&#8217;\u0131n web sitesini<\/a> ziyaret edebilirsiniz.  Ayr\u0131ca, <a href=\"https:\/\/dev.to\/lynxfelony1\/generative-and-predictive-ai-in-application-security-a-comprehensive-guide-1k31\">burada<\/a>  \u0130ngilizce orijinal makaleye ula\u015fabilirsiniz.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Generatif ve \u00f6ng\u00f6r\u00fcc\u00fc AI, uygulama g\u00fcvenli\u011finde \u00f6nemli bir d\u00f6n\u00fcm noktas\u0131 olu\u015fturmaktad\u0131r.  Bu teknolojilerin do\u011fru ve bilin\u00e7li bir \u015fekilde kullan\u0131m\u0131, yaz\u0131l\u0131m g\u00fcvenli\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir ve siber sald\u0131r\u0131lara kar\u015f\u0131 daha diren\u00e7li sistemlerin geli\u015ftirilmesini sa\u011flayabilir. Ancak, bu teknolojilerin potansiyel risklerini de g\u00f6z \u00f6n\u00fcnde bulundurmak ve do\u011fru \u00f6nlemleri almak son derece \u00f6nemlidir.<\/p>\n<p> #Etiketler: Uygulama G\u00fcvenli\u011fi, Yapay Zeka, Generatif AI, \u00d6ng\u00f6r\u00fcc\u00fc AI, Siber G\u00fcvenlik, G\u00fcvenlik A\u00e7\u0131klar\u0131, Otomasyon, Makine \u00d6\u011frenmesi, Derin \u00d6\u011frenme, AI G\u00fcvenli\u011fi<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, uygulama g\u00fcvenli\u011fi giderek daha fazla \u00f6nem&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-18858","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka<\/title>\n<meta name=\"description\" content=\"Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, uygulama g\u00fcvenli\u011fi giderek daha fazla \u00f6nem kazanmaktad\u0131r. Gelin, uygulama g\u00fcvenli\u011finde devrim yaratan iki g\u00fc\u00e7l\u00fc teknoloji olan generatif ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zekay\u0131 (AI) inceleyelim. Bu teknoloji, yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etme ve \u00f6nleme konusunda muazzam potansiyele sahiptir. \u00d6ncelikle, bu iki kavram\u0131 ayr\u0131 ayr\u0131 ele alal\u0131m ve daha sonra bir araya nas\u0131l geldiklerini inceleyelim.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka\" \/>\n<meta property=\"og:description\" content=\"Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, uygulama g\u00fcvenli\u011fi giderek daha fazla \u00f6nem kazanmaktad\u0131r. Gelin, uygulama g\u00fcvenli\u011finde devrim yaratan iki g\u00fc\u00e7l\u00fc teknoloji olan generatif ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zekay\u0131 (AI) inceleyelim. Bu teknoloji, yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etme ve \u00f6nleme konusunda muazzam potansiyele sahiptir. \u00d6ncelikle, bu iki kavram\u0131 ayr\u0131 ayr\u0131 ele alal\u0131m ve daha sonra bir araya nas\u0131l geldiklerini inceleyelim.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-22T03:45:13+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka\",\"datePublished\":\"2025-04-22T03:45:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\"},\"wordCount\":723,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-generatif-ve-ongorucu-yapay-zeka\/\",\"name\":\"Uygulama G\u00fcvenli\u011finde Generatif ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-04-22T03:45:13+00:00\",\"description\":\"Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fczde, uygulama g\u00fcvenli\u011fi giderek daha fazla \u00f6nem kazanmaktad\u0131r. 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