{"id":18549,"date":"2025-04-19T01:45:14","date_gmt":"2025-04-18T22:45:14","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/"},"modified":"2025-04-19T01:45:14","modified_gmt":"2025-04-18T22:45:14","slug":"uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/","title":{"rendered":"Uygulama G\u00fcvenli\u011finde \u00dcretken ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka"},"content":{"rendered":"<p><body><\/p>\n<p>Uygulama G\u00fcvenli\u011finde \u00dcretken 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\u00fcz d\u00fcnyas\u0131nda, uygulama g\u00fcvenli\u011fi giderek daha b\u00fcy\u00fck \u00f6nem kazanmaktad\u0131r.  Gelin, bu alanda devrim yaratan \u00fcretken ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka (AI) teknolojilerine daha yak\u0131ndan bakal\u0131m.  \u00d6ncelikle, bu iki kavram\u0131 a\u00e7\u0131klayarak ba\u015flayal\u0131m.  \u00dcretken AI, yeni veriler \u00fcretme yetene\u011fine sahipken, \u00f6ng\u00f6r\u00fcc\u00fc AI ise gelecekteki olaylar\u0131 tahmin etme yetene\u011fine sahiptir.  \u0130\u015fte bu iki g\u00fc\u00e7l\u00fc teknolojinin, uygulama g\u00fcvenli\u011finde nas\u0131l kullan\u0131labilece\u011fine dair detayl\u0131 bir inceleme.<\/p>\n<h2>\u00dcretken AI ile G\u00fcvenlik A\u00e7\u0131\u011f\u0131 Tespitinde Devrim<\/h2>\n<p>\u00dcretken AI modelleri,  kod g\u00fcvenli\u011fini art\u0131rmada \u00f6nemli bir rol oynuyor. \u00d6rne\u011fin, bu modeller, olas\u0131 g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 bulmak i\u00e7in kod tabanlar\u0131n\u0131 analiz edebilir.  Ayr\u0131ca,  yeni g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 sim\u00fcle ederek, geli\u015ftiricilerin savunma mekanizmalar\u0131n\u0131 geli\u015ftirmelerine yard\u0131mc\u0131 olabilirler.  Bunun yan\u0131 s\u0131ra, \u00fcretken AI, g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tamir etmek i\u00e7in gereken kod par\u00e7ac\u0131klar\u0131n\u0131 bile otomatik olarak \u00fcretebilir.  Bu da, geli\u015ftiricilerin zaman ve kaynaklar\u0131n\u0131 daha verimli kullanmalar\u0131na olanak tan\u0131r.  Sonu\u00e7 olarak, \u00fcretken AI, yaz\u0131l\u0131m geli\u015ftirme ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131nda g\u00fcvenli\u011fi art\u0131rmaya yard\u0131mc\u0131 olur.<\/p>\n<h2>\u00d6ng\u00f6r\u00fcc\u00fc AI ile Proaktif G\u00fcvenlik<\/h2>\n<p>\u00d6te yandan, \u00f6ng\u00f6r\u00fcc\u00fc AI,  gelecekteki g\u00fcvenlik olaylar\u0131n\u0131 tahmin ederek proaktif g\u00fcvenlik \u00f6nlemleri al\u0131nmas\u0131na olanak sa\u011flar.  Makine \u00f6\u011frenmesi algoritmalar\u0131, ge\u00e7mi\u015f verileri analiz ederek, olas\u0131 sald\u0131r\u0131 vekt\u00f6rlerini ve zay\u0131f noktalar\u0131 belirleyebilir.  Bu bilgiler sayesinde,  sistem y\u00f6neticileri  \u00f6nleyici ad\u0131mlar atabilir ve potansiyel tehditleri etkisiz hale getirebilir.  \u00d6ng\u00f6r\u00fcc\u00fc AI,  anormal davran\u0131\u015flar\u0131 tespit ederek,  sald\u0131r\u0131lar\u0131 ger\u00e7ekle\u015fmeden \u00f6nce engellemeye yard\u0131mc\u0131 olur.  Bu,  sistemlerin genel g\u00fcvenli\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde iyile\u015ftirir.<\/p>\n<h2>AI Teknolojilerinin Uygulama G\u00fcvenli\u011finde Kullan\u0131m Alanlar\u0131<\/h2>\n<p>Hem \u00fcretken hem de \u00f6ng\u00f6r\u00fcc\u00fc AI, uygulama g\u00fcvenli\u011finin farkl\u0131 a\u015famalar\u0131nda kullan\u0131labilir.  \u00d6rne\u011fin,  kod inceleme s\u00fcre\u00e7leri otomatikle\u015ftirilebilir,  g\u00fcvenlik a\u00e7\u0131klar\u0131 erken a\u015famalarda tespit edilebilir ve  sald\u0131r\u0131lar\u0131n etkisi azalt\u0131labilir.  Bu sayede,  uygulamalar daha g\u00fcvenli hale getirilir ve  olas\u0131 siber sald\u0131r\u0131lara kar\u015f\u0131 daha diren\u00e7li olur.  Elbette, AI her zaman m\u00fckemmel de\u011fildir ve do\u011fru sonu\u00e7lar i\u00e7in do\u011fru verilerin kullan\u0131lmas\u0131 \u015fartt\u0131r.  Yanl\u0131\u015f veri ile e\u011fitilen bir AI modeli,  yanl\u0131\u015f sonu\u00e7lar \u00fcretebilir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>\u00dcretken ve \u00f6ng\u00f6r\u00fcc\u00fc AI, uygulama g\u00fcvenli\u011finde \u00f6nemli bir d\u00f6n\u00fc\u015f\u00fcm yaratmaktad\u0131r.  Bu teknolojiler,  g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n tespitini, \u00f6nlenmesini ve giderilmesini otomatikle\u015ftirerek,  geli\u015ftiricilerin ve g\u00fcvenlik uzmanlar\u0131n\u0131n i\u015f y\u00fck\u00fcn\u00fc azaltmakta ve daha g\u00fcvenli uygulamalar\u0131n geli\u015ftirilmesine olanak sa\u011flamaktad\u0131r.  Ancak, bu teknolojilerin etkin bir \u015fekilde kullan\u0131lmas\u0131 i\u00e7in do\u011fru verilerin ve uzmanl\u0131\u011f\u0131n \u00f6nemini unutmamak gerekir.  Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.  Ayr\u0131ca,  konu ile ilgili daha fazla bilgi i\u00e7in <a href=\"https:\/\/dev.to\/lynxfelony1\/complete-overview-of-generative-predictive-ai-for-application-security-b5j\">bu kayna\u011f\u0131<\/a> inceleyebilirsiniz.<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n<p>#Etiketler: Yapay Zeka, \u00dcretken Yapay Zeka, \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka, Uygulama G\u00fcvenli\u011fi, Siber G\u00fcvenlik, G\u00fcvenlik A\u00e7\u0131\u011f\u0131, AI, Makine \u00d6\u011frenmesi, S\u0131n\u0131fland\u0131rma, K\u00fcmeleme, Anomali Tespiti, Kod G\u00fcvenli\u011fi, Proaktif G\u00fcvenlik, Sald\u0131r\u0131 Vekt\u00f6r\u00fc<\/p>\n","protected":false},"excerpt":{"rendered":"Uygulama G\u00fcvenli\u011finde \u00dcretken ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda, uygulama g\u00fcvenli\u011fi giderek daha b\u00fcy\u00fck&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-18549","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 \u00dcretken 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\u00fcz d\u00fcnyas\u0131nda, uygulama g\u00fcvenli\u011fi giderek daha b\u00fcy\u00fck \u00f6nem kazanmaktad\u0131r. Gelin, bu alanda devrim yaratan \u00fcretken ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka (AI) teknolojilerine daha yak\u0131ndan bakal\u0131m. \u00d6ncelikle, bu iki kavram\u0131 a\u00e7\u0131klayarak ba\u015flayal\u0131m. \u00dcretken AI, yeni veriler \u00fcretme yetene\u011fine sahipken, \u00f6ng\u00f6r\u00fcc\u00fc AI ise gelecekteki olaylar\u0131 tahmin etme yetene\u011fine sahiptir. \u0130\u015fte bu iki g\u00fc\u00e7l\u00fc teknolojinin, uygulama g\u00fcvenli\u011finde nas\u0131l kullan\u0131labilece\u011fine dair detayl\u0131 bir inceleme.\" \/>\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-uretken-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 \u00dcretken 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\u00fcz d\u00fcnyas\u0131nda, uygulama g\u00fcvenli\u011fi giderek daha b\u00fcy\u00fck \u00f6nem kazanmaktad\u0131r. Gelin, bu alanda devrim yaratan \u00fcretken ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka (AI) teknolojilerine daha yak\u0131ndan bakal\u0131m. \u00d6ncelikle, bu iki kavram\u0131 a\u00e7\u0131klayarak ba\u015flayal\u0131m. \u00dcretken AI, yeni veriler \u00fcretme yetene\u011fine sahipken, \u00f6ng\u00f6r\u00fcc\u00fc AI ise gelecekteki olaylar\u0131 tahmin etme yetene\u011fine sahiptir. \u0130\u015fte bu iki g\u00fc\u00e7l\u00fc teknolojinin, uygulama g\u00fcvenli\u011finde nas\u0131l kullan\u0131labilece\u011fine dair detayl\u0131 bir inceleme.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-18T22:45:14+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=\"3 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-uretken-ve-ongorucu-yapay-zeka\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Uygulama G\u00fcvenli\u011finde \u00dcretken ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka\",\"datePublished\":\"2025-04-18T22:45:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/\"},\"wordCount\":588,\"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-uretken-ve-ongorucu-yapay-zeka\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/uygulama-guvenliginde-uretken-ve-ongorucu-yapay-zeka\/\",\"name\":\"Uygulama G\u00fcvenli\u011finde \u00dcretken ve \u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-04-18T22:45:14+00:00\",\"description\":\"Dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn h\u0131z kazand\u0131\u011f\u0131 g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131nda, uygulama g\u00fcvenli\u011fi giderek daha b\u00fcy\u00fck \u00f6nem kazanmaktad\u0131r. 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