{"id":29725,"date":"2025-12-26T05:01:11","date_gmt":"2025-12-26T05:01:11","guid":{"rendered":"https:\/\/nekudos.com\/tasarimda-guvenlik-security-by-design\/"},"modified":"2025-12-26T05:01:27","modified_gmt":"2025-12-26T05:01:27","slug":"tasarimda-guvenlik-security-by-design","status":"publish","type":"post","link":"https:\/\/nekudos.com\/en\/tasarimda-guvenlik-security-by-design\/","title":{"rendered":"Tasar\u0131mda g\u00fcvenlik yakla\u015f\u0131m\u0131yla SAP ve yapay zekada s\u00fcrd\u00fcr\u00fclebilir koruma"},"content":{"rendered":"<h1 id=\"tasarmdagvenliknedir\">Tasar\u0131mda g\u00fcvenlik nedir<\/h1>\n<h3 id=\"giri\">Giri\u015f<\/h3>\n<p>Tasar\u0131mda g\u00fcvenlik (security by design), sistemlerin g\u00fcvenli\u011finin sonradan eklenmeyip en ba\u015ftan planland\u0131\u011f\u0131 bir yakla\u015f\u0131m\u0131 ifade eder. Bu yakla\u015f\u0131m, yaz\u0131l\u0131m ya da platformun mimari a\u015famas\u0131ndan itibaren g\u00fcvenlik, gizlilik ve uyumluluk ilkelerinin entegre edilmesini sa\u011flar. Kurumsal yapay zeka, SAP entegrasyonlar\u0131 veya BTP geli\u015ftirme projelerinde g\u00fcvenli bir altyap\u0131 olu\u015fturman\u0131n temelidir.<\/p>\n<hr \/>\n<h3 id=\"tasarmdagvenliknedirtanm\">Tasar\u0131mda g\u00fcvenlik nedir tan\u0131m\u0131<\/h3>\n<p>Tasar\u0131mda g\u00fcvenlik, sistem mimarisinin, veri ak\u0131\u015flar\u0131n\u0131n ve uygulama mant\u0131\u011f\u0131n\u0131n ba\u015ftan g\u00fcvenli olacak \u015fekilde yap\u0131land\u0131r\u0131lmas\u0131 prensibidir. \u201cSecurity by design\u201d yakla\u015f\u0131m\u0131; g\u00fcvenli\u011fi sonradan bir yama olarak de\u011fil, sistemin do\u011fal bir par\u00e7as\u0131 olarak ele al\u0131r. Bu, hem siber tehditlere hem de uyumluluk risklerine kar\u015f\u0131 daha dayan\u0131kl\u0131 \u00e7\u00f6z\u00fcmler \u00fcretmeyi m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<hr \/>\n<h3 id=\"securitybydesignnaslalr\">security by design nas\u0131l \u00e7al\u0131\u015f\u0131r<\/h3>\n<p>Security by design, g\u00fcvenli\u011fi sistem ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fcn her a\u015famas\u0131na entegre eden sistematik bir y\u00f6ntemdir. Gereksinim analizi, modelleme, geli\u015ftirme, test ve operasyon s\u00fcre\u00e7lerinde g\u00fcvenlik, gizlilik ve governance ilkeleri belirleyici rol oynar.<\/p>\n<h4 id=\"temelparametrelerveayarlar\">Temel parametreler ve ayarlar<\/h4>\n<ul>\n<li><strong>Yetkilendirme ve kimlik y\u00f6netimi<\/strong>: Kullan\u0131c\u0131 eri\u015fim seviyeleri tasar\u0131m a\u015famas\u0131nda belirlenmelidir.  <\/li>\n<li><strong>Veri koruma<\/strong>: \u015eifreleme, maskeleme ve loglama gibi mekanizmalar mimaride yer almal\u0131d\u0131r.  <\/li>\n<li><strong>Uyumluluk kontrolleri<\/strong>: Kurumsal politikalar ISO 27001 veya KVKK gibi standartlarla hizalanmal\u0131d\u0131r.  <\/li>\n<\/ul>\n<h4 id=\"skyaplanhatalarvekanmayntemleri\">S\u0131k yap\u0131lan hatalar ve ka\u00e7\u0131nma y\u00f6ntemleri<\/h4>\n<ul>\n<li>G\u00fcvenli\u011fi sadece a\u011f seviyesinde d\u00fc\u015f\u00fcnmek.  <\/li>\n<li>Test s\u00fcre\u00e7lerinde siber tehdit sim\u00fclasyonlar\u0131n\u0131 atlamak.  <\/li>\n<li>Geli\u015ftiricilerin g\u00fcvenlik fark\u0131ndal\u0131\u011f\u0131n\u0131 ihmal etmek.<br \/>\nBu hatalardan ka\u00e7\u0131nmak i\u00e7in geli\u015ftirici e\u011fitimleri, d\u00fczenli g\u00fcvenlik testleri ve kod taramas\u0131 zorunlu hale getirilmelidir.<\/li>\n<\/ul>\n<h4 id=\"gereksistemlerdeuygulamarnekleri\">Ger\u00e7ek sistemlerde uygulama \u00f6rnekleri<\/h4>\n<p>SAP BTP \u00fczerinde geli\u015ftirilen bir entegrasyonda oturum y\u00f6netimi, veri \u015fifreleme ve API g\u00fcvenlik politikalar\u0131 tasar\u0131m safhas\u0131nda belirlenebilir. NeKu.AI gibi kurumsal yapay zek\u00e2 sistemlerinde kullan\u0131c\u0131 davran\u0131\u015f\u0131 analizi yap\u0131l\u0131rken, anonimle\u015ftirme politikalar\u0131 do\u011frudan veri modeline entegre edilmelidir.<\/p>\n<hr \/>\n<h3 id=\"teknikaklamaderinseviye\">Teknik a\u00e7\u0131klama (derin seviye)<\/h3>\n<p>Tasar\u0131mda g\u00fcvenlik yakla\u015f\u0131m\u0131 i\u00e7in tipik ad\u0131mlar a\u015fa\u011f\u0131daki gibidir:<\/p>\n<ol>\n<li><strong>Tehdit modelleme:<\/strong> Veri ak\u0131\u015f diyagramlar\u0131nda olas\u0131 sald\u0131r\u0131 vekt\u00f6rlerinin belirlenmesi.  <\/li>\n<li><strong>G\u00fcvenli mimari olu\u015fturma:<\/strong> Uygulama katmanlar\u0131n\u0131n \u201cleast privilege\u201d ve \u201czero trust\u201d mant\u0131\u011f\u0131yla planlanmas\u0131.  <\/li>\n<li><strong>Kodlama standartlar\u0131:<\/strong> SAP veya BTP \u00fczerinde geli\u015ftirilen mod\u00fcllerde g\u00fcvenli kodlama k\u00fct\u00fcphanelerinin zorunlu hale getirilmesi.  <\/li>\n<li><strong>Otomatik g\u00fcvenlik testleri:<\/strong> CI\/CD boru hatlar\u0131na entegre statik kod analizi ve penetrasyon testleri.  <\/li>\n<li><strong>Uyumluluk izleme:<\/strong> Audit log\u2019lar\u0131n merkezi bir governance platformunda izlenmesi.  <\/li>\n<\/ol>\n<p>Bu s\u00fcre\u00e7ler bir arada uyguland\u0131\u011f\u0131nda, sistem yaln\u0131zca korunakl\u0131 de\u011fil ayn\u0131 zamanda izlenebilir ve s\u00fcrd\u00fcr\u00fclebilir hale gelir.<\/p>\n<hr \/>\n<h3 id=\"letmeleriinnedenkritiktir\">\u0130\u015fletmeler i\u00e7in neden kritiktir<\/h3>\n<ul>\n<li><strong>Performans:<\/strong> G\u00fcvenlik mimaride yer ald\u0131\u011f\u0131nda i\u015flem y\u00fck\u00fc minimize edilir.  <\/li>\n<li><strong>G\u00fcvenilirlik:<\/strong> Sistem davran\u0131\u015f\u0131 \u00f6ng\u00f6r\u00fclebilir olur.  <\/li>\n<li><strong>Maliyet:<\/strong> Sonradan yap\u0131lan g\u00fcvenlik d\u00fczeltmeleri yerine \u00f6nleyici tasar\u0131m maliyeti d\u00fc\u015f\u00fcr\u00fcr.  <\/li>\n<li><strong>\u00d6l\u00e7ekleme:<\/strong> G\u00fcvenlik politikalar\u0131 geni\u015fletilebilir yap\u0131da tasarlan\u0131r.  <\/li>\n<li><strong>Otomasyon:<\/strong> Olay y\u00f6netimi ve uyumluluk denetimleri otomatikle\u015ftirilebilir.  <\/li>\n<li><strong>Karar alma:<\/strong> G\u00fcvenli veri s\u00fcre\u00e7leri y\u00f6neticilerin karar do\u011frulu\u011funu art\u0131r\u0131r.  <\/li>\n<li><strong>Operasyonel verimlilik:<\/strong> BT ekipleri tekrarlayan g\u00fcvenlik sorunlar\u0131yla daha az u\u011fra\u015f\u0131r.<\/li>\n<\/ul>\n<hr \/>\n<h3 id=\"bukavramnekudosteknolojiiindenasluygulanr\">Bu kavram NeKuDos Teknoloji i\u00e7inde nas\u0131l uygulan\u0131r<\/h3>\n<p>NeKuDos Teknoloji projelerinde \u201csecurity by design\u201d ilkesi hem SAP entegrasyon \u00e7\u00f6z\u00fcmlerinde hem de NeKu.AI platformunun geli\u015ftirme s\u00fcre\u00e7lerinde esas al\u0131n\u0131r. Her entegrasyon \u00f6ncesi tehdit modellemesi yap\u0131l\u0131r, BTP \u00fczerinde kurumsal politika \u015fablonlar\u0131 kullan\u0131l\u0131r ve dok\u00fcmantasyon sayfalar\u0131nda bu politikalar versiyon bazl\u0131 takip edilir. B\u00f6ylece g\u00fcvenlik, yaln\u0131zca bir kontroller dizisi de\u011fil, kurumsal mimarinin kendisi haline gelir.<\/p>\n<hr \/>\n<h3 id=\"ciocisoityneticilerihukukveuyumlulukekipleriiingerekbirsenaryo\">CIO, CISO, IT y\u00f6neticileri, hukuk ve uyumluluk ekipleri i\u00e7in ger\u00e7ek bir senaryo<\/h3>\n<ol>\n<li><strong>Sorun:<\/strong> Bir \u015firketin yapay zeka tabanl\u0131 karar destek sistemi KVKK uyum politikalar\u0131n\u0131 ihlal riski ta\u015f\u0131r.  <\/li>\n<li><strong>Ba\u011flam:<\/strong> SAP BTP \u00fczerinde \u00e7al\u0131\u015fan sistemler, m\u00fc\u015fteri verilerini farkl\u0131 mod\u00fcller aras\u0131nda payla\u015f\u0131yor.  <\/li>\n<li><strong>Kavram\u0131n uygulanmas\u0131:<\/strong> Security by design yakla\u015f\u0131m\u0131 kapsam\u0131nda veri ak\u0131\u015f\u0131 yeniden modellenir, yaln\u0131zca gerekli alanlar payla\u015f\u0131l\u0131r ve governance kurallar\u0131 uygulan\u0131r.  <\/li>\n<li><strong>Sonu\u00e7:<\/strong> T\u00fcm eri\u015fimler izlenebilir hale gelir, uyumluluk riskleri d\u00fc\u015fer.  <\/li>\n<li><strong>\u0130\u015f etkisi:<\/strong> Y\u00f6netim g\u00fcvenli veriyle daha do\u011fru stratejik kararlar al\u0131r, yasal y\u00fck\u00fcml\u00fcl\u00fckler proaktif \u015fekilde kar\u015f\u0131lan\u0131r.<\/li>\n<\/ol>\n<hr \/>\n<h3 id=\"skyaplanhatalarveeniyiuygulamalar\">S\u0131k yap\u0131lan hatalar ve en iyi uygulamalar<\/h3>\n<p><strong>Hatalar:<\/strong>  <\/p>\n<ul>\n<li>G\u00fcvenli\u011fi yaln\u0131zca IT\u2019nin sorumlulu\u011fu olarak g\u00f6rmek.  <\/li>\n<li>Dok\u00fcmantasyon eksikli\u011fi ve s\u00fcre\u00e7 takip hatalar\u0131.  <\/li>\n<li>S\u0131f\u0131r g\u00fcven (zero trust) mimarisi yerine geleneksel a\u011f g\u00fcvenli\u011fine g\u00fcvenmek.  <\/li>\n<\/ul>\n<p><strong>En iyi uygulamalar:<\/strong>  <\/p>\n<ul>\n<li>Her sistem de\u011fi\u015fikli\u011finde g\u00fcvenlik etki analizi yapmak.  <\/li>\n<li>Geli\u015ftirici rehberlerinde gizlilik ve uyumluluk standartlar\u0131n\u0131 zorunlu tutmak.  <\/li>\n<li>Governance s\u00fcre\u00e7lerini s\u00fcrekli olarak revize etmek ve \u00f6l\u00e7\u00fclebilir metriklerle y\u00f6netmek.<\/li>\n<\/ul>\n<hr \/>\n<h3 id=\"sonu\">Sonu\u00e7<\/h3>\n<p>Tasar\u0131mda g\u00fcvenlik, kurumlar\u0131n g\u00fcvenlik ve uyumluluk gereksinimlerini mimari d\u00fczeyde garanti alt\u0131na almak i\u00e7in temel bir stratejidir. Security by design yakla\u015f\u0131m\u0131yla mimari kararlar, gizlilik ve governance politikalar\u0131yla entegre \u015fekilde planland\u0131\u011f\u0131nda, sistemler yaln\u0131zca daha g\u00fcvenli de\u011fil ayn\u0131 zamanda daha y\u00f6netilebilir hale gelir. NeKuDos Teknoloji, bu yakla\u015f\u0131m\u0131 SAP, BTP ve yapay zeka tabanl\u0131 entegrasyon s\u00fcre\u00e7lerinde s\u00fcrd\u00fcr\u00fclebilir g\u00fcvenlik standard\u0131 olarak uygular.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tasar\u0131mda g\u00fcvenlik nedir Giri\u015f Tasar\u0131mda g\u00fcvenlik (security by design), sistemlerin g\u00fcvenli\u011finin sonradan eklenmeyip en ba\u015ftan planland\u0131\u011f\u0131 bir yakla\u015f\u0131m\u0131 ifade eder. Bu yakla\u015f\u0131m, yaz\u0131l\u0131m ya da platformun mimari a\u015famas\u0131ndan itibaren g\u00fcvenlik, gizlilik ve uyumluluk ilkelerinin entegre edilmesini sa\u011flar. Kurumsal yapay zeka, SAP entegrasyonlar\u0131 veya BTP geli\u015ftirme projelerinde g\u00fcvenli bir altyap\u0131 olu\u015fturman\u0131n temelidir. Tasar\u0131mda g\u00fcvenlik nedir tan\u0131m\u0131&hellip;<\/p>","protected":false},"author":2,"featured_media":29726,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_sitemap_exclude":false,"_sitemap_priority":"","_sitemap_frequency":"","footnotes":""},"categories":[122],"tags":[],"class_list":["post-29725","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sap","category-122","description-off"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Tasar\u0131mda g\u00fcvenlik yakla\u015f\u0131m\u0131yla SAP ve yapay zekada s\u00fcrd\u00fcr\u00fclebilir koruma - NeKuDos Teknoloji<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nekudos.com\/en\/tasarimda-guvenlik-security-by-design\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tasar\u0131mda g\u00fcvenlik yakla\u015f\u0131m\u0131yla SAP ve yapay zekada s\u00fcrd\u00fcr\u00fclebilir koruma - NeKuDos Teknoloji\" \/>\n<meta property=\"og:description\" content=\"Tasar\u0131mda g\u00fcvenlik nedir Giri\u015f Tasar\u0131mda g\u00fcvenlik (security by design), sistemlerin g\u00fcvenli\u011finin sonradan eklenmeyip en ba\u015ftan planland\u0131\u011f\u0131 bir yakla\u015f\u0131m\u0131 ifade eder. 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