{"id":3286,"date":"2024-12-12T09:35:39","date_gmt":"2024-12-12T06:35:39","guid":{"rendered":"https:\/\/bilisimacademy.com\/blog\/?p=3286"},"modified":"2025-07-08T10:41:53","modified_gmt":"2025-07-08T07:41:53","slug":"siber-guvenlikte-yapay-zeka-uygulamalari","status":"publish","type":"post","link":"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/","title":{"rendered":"Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131"},"content":{"rendered":"\n<p>Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131, g\u00fcvenlik d\u00fcnyas\u0131 \u00e7evrimi\u00e7i tehditlerle ba\u015fa \u00e7\u0131kabilmek i\u00e7in son y\u0131llarda, b\u00fcy\u00fck bir evrim ge\u00e7iriyor. Geleneksel koruma y\u00f6ntemleri, h\u0131zla geli\u015fen siber sald\u0131r\u0131 tekniklerine kar\u015f\u0131 yetersiz kalmaya ba\u015flad\u0131. \u0130\u015fte tam bu noktada yapay zeka (YZ), siber g\u00fcvenlik alan\u0131nda devrim yarat\u0131yor. Zeka destekli sistemlerin siber g\u00fcvenlikteki potansiyeli, hem sald\u0131r\u0131&nbsp; hem de koruma stratejileri a\u00e7\u0131s\u0131ndan kritik bir rol oynuyor. Ancak, bu teknolojiyle sa\u011flanan faydalar\u0131n yan\u0131nda, k\u00f6t\u00fc niyetli kullan\u0131m\u0131na kar\u015f\u0131 da b\u00fcy\u00fck bir risk bulunmaktad\u0131r.&nbsp;&nbsp;&nbsp;<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey 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:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Yapay_Zeka_ve_Buyuk_Dil_Ogrenmesi\" >Yapay Zeka ve B\u00fcy\u00fck Dil \u00d6\u011frenmesi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Prompt_Hacking_Yeni_Bir_Tehdit\" >Prompt Hacking: Yeni Bir Tehdit&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Yapay_Zekanin_Saldiran_ve_Savunan_Taraf_Icin_Faydalari\" >Yapay Zekan\u0131n Sald\u0131ran ve Savunan Taraf \u0130\u00e7in Faydalar\u0131&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Prompt_Hacking_Ornegi\" >Prompt Hacking \u00d6rne\u011fi&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Istatistikler_ve_Grafiklerle_Siber_Guvenlikte_Yapay_Zeka_Uygulamalari\" >\u0130statistikler ve Grafiklerle Siber G\u00fcvenlikte Yapay Zek\u00e2\u00a0Uygulamalar\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/bilisimacademy.com\/blog\/2024\/12\/siber-guvenlikte-yapay-zeka-uygulamalari\/#Siber_Guvenlikte_Yapay_Zeka_Uygulamalari_ve_Gelecek\" >Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131 ve Gelecek<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_ve_Buyuk_Dil_Ogrenmesi\"><\/span>Yapay Zeka ve B\u00fcy\u00fck Dil \u00d6\u011frenmesi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/2-1-1024x576-1.webp\" alt=\"Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131\" class=\"wp-image-4143\" srcset=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/2-1-1024x576-1.webp 1024w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/2-1-1024x576-1-300x169.webp 300w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/2-1-1024x576-1-768x432.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>YZ, insan benzeri d\u00fc\u015f\u00fcnme ve karar alma becerisi g\u00f6steren sistemlerin olu\u015fturulmas\u0131 s\u00fcrecidir. Bu teknoloji, derin \u00f6\u011frenme (deep learning) ve makine \u00f6\u011frenimi (machine learning)&nbsp; gibi alt alanlarla beslenerek, makinelerin kendi kendine geli\u015fmesini sa\u011flar. Bu da, yapay zek\u00e2n\u0131n sadece belirli g\u00f6revleri yerine getirmekle kalmay\u0131p, zamanla daha ak\u0131ll\u0131 hale gelmesini m\u00fcmk\u00fcn k\u0131lar.&nbsp;&nbsp;<\/p>\n\n\n\n<p>B\u00fcy\u00fck dil \u00f6\u011frenmesi (large language models), YZ\u2019nin do\u011fal dil i\u015fleme (NLP) alan\u0131ndaki bir uygulamas\u0131d\u0131r. Bu modeller, devasa veri k\u00fcmeleri \u00fczerinde e\u011fitim alarak dilin karma\u015f\u0131kl\u0131klar\u0131n\u0131 anlayabilir ve metinler \u00fcretebilir. \u00d6rne\u011fin, ChatGPT gibi platformlar, b\u00fcy\u00fck dil modelleri sayesinde kullan\u0131c\u0131larla anlaml\u0131 diyaloglar kurabilmektedir.&nbsp;<\/p>\n\n\n\n<p>Bu teknolojiler, \u00f6zellikle dijital g\u00fcvenlikte, sald\u0131r\u0131lar\u0131 tespit etme, anormal aktiviteleri fark etme ve savunma sistemlerini iyile\u015ftirme gibi alanlarda kullan\u0131lmaktad\u0131r. Ancak, Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131n\u0131n geli\u015fmesiyle birlikte, sald\u0131rganlar da bu teknolojileri k\u00f6t\u00fcye kullanma yoluna gitmektedir.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Prompt_Hacking_Yeni_Bir_Tehdit\"><\/span>Prompt Hacking: Yeni Bir Tehdit&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/3-1024x576-1.webp\" alt=\"Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131\" class=\"wp-image-4144\" srcset=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/3-1024x576-1.webp 1024w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/3-1024x576-1-300x169.webp 300w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/3-1024x576-1-768x432.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Siber savunma alan\u0131nda YZ\u2019nin kullan\u0131m\u0131, sadece koruma de\u011fil, sald\u0131r\u0131 y\u00f6ntemlerini de evrimle\u015ftiriyor. Prompt hacking (istemci manip\u00fclasyonu), YZ uygulamalar\u0131na y\u00f6nlendirilen yanl\u0131\u015f veya manip\u00fcle edilmi\u015f komutlar ile yap\u0131l\u0131r. Bu t\u00fcr sald\u0131r\u0131larda, bir yapay zeka modeline verilen do\u011fru olmayan ya da yan\u0131lt\u0131c\u0131 giri\u015fler, modelin istenmeyen sonu\u00e7lar \u00fcretmesine yol a\u00e7ar.&nbsp;<\/p>\n\n\n\n<p>\u00d6rne\u011fin, bir yapay zeka chatbot\u2019una &#8220;nas\u0131l vir\u00fcs yazabilirim?&#8221; gibi bir soru sormak, k\u00f6t\u00fc niyetli bir birey taraf\u0131ndan dijital sald\u0131r\u0131lara yol a\u00e7abilir. Bu t\u00fcr sald\u0131r\u0131lar, YZ\u2019nin do\u011fas\u0131nda yer alan g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 hedef al\u0131r ve savunma sistemlerine zarar verebilir. <\/p>\n\n\n\n<p><a href=\"https:\/\/bilisimacademy.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Bili\u015fim Akademy<\/a> olarak siber g\u00fcvenlikte yapay zeka uygulamalar\u0131 konusunda kapsaml\u0131 e\u011fitimler sunuyoruz. Detayl\u0131 bilgi almak i\u00e7in bizimle 0537 777 61 54 numaral\u0131 telefondan ileti\u015fime ge\u00e7ebilirsiniz.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Yapay_Zekanin_Saldiran_ve_Savunan_Taraf_Icin_Faydalari\"><\/span>Yapay Zekan\u0131n Sald\u0131ran ve Savunan Taraf \u0130\u00e7in Faydalar\u0131&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>YZ, siber g\u00fcvenlikte her iki taraf i\u00e7in de kritik avantajlar sunar. Koruma taraf\u0131nda, YZ sistemleri siber tehditleri h\u0131zl\u0131 ve do\u011fru bir \u015fekilde fark etme kapasitesine sahiptir. Zeka destekli g\u00fcvenlik duvarlar\u0131, zararl\u0131 yaz\u0131l\u0131mlar, kimlik av\u0131 sald\u0131r\u0131lar\u0131 (phishing) ve s\u0131f\u0131r\u0131nc\u0131 g\u00fcn a\u00e7\u0131klar\u0131n\u0131 (zero-day vulnerabilities) daha h\u0131zl\u0131 analiz edebilir ve bu tehditlere kar\u015f\u0131 \u00f6nlemler alabilir. \u00d6rne\u011fin, &#8220;k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131m tespiti&#8221; i\u00e7in YZ tabanl\u0131 sistemler, binlerce farkl\u0131 dosya t\u00fcr\u00fcn\u00fc inceleyebilir ve \u015f\u00fcpheli davran\u0131\u015flar\u0131 alg\u0131layabilir. Bu da savunma mekanizmalar\u0131n\u0131n daha ak\u0131ll\u0131ca \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar.&nbsp;<\/p>\n\n\n\n<p>Ancak, bu avantajlar sadece savunma taraf\u0131na ait de\u011fildir. Sald\u0131ran taraf da YZ\u2019yi kendi ama\u00e7lar\u0131 do\u011frultusunda kullanabilir. YZ destekli botlar, kimlik av\u0131 sald\u0131r\u0131lar\u0131 i\u00e7in sahte e-postalar olu\u015fturabilir veya \u015fifre k\u0131rma s\u00fcre\u00e7lerini h\u0131zland\u0131rabilir. Bu durum, siber sald\u0131r\u0131lar\u0131n daha sofistike hale gelmesine neden olur.&nbsp;<\/p>\n\n\n\n<p>\u00d6rne\u011fin, YZ kullanarak bir sald\u0131rgan, bankac\u0131l\u0131k i\u015flemleri ger\u00e7ekle\u015ftiren kullan\u0131c\u0131lar\u0131 hedef alabilir. Yapay zeka, hedef ki\u015filerin dil al\u0131\u015fkanl\u0131klar\u0131n\u0131 \u00f6\u011frenebilir ve ger\u00e7ek bir bankan\u0131n yetkilisi gibi konu\u015fmalar yaparak kimlik av\u0131 sald\u0131r\u0131lar\u0131 ger\u00e7ekle\u015ftirebilir. Bu t\u00fcr sald\u0131r\u0131lar, geleneksel y\u00f6ntemlerle tespit edilmesi daha zor olan tehditler olu\u015fturur.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Prompt_Hacking_Ornegi\"><\/span>Prompt Hacking \u00d6rne\u011fi&nbsp;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Prompt hacking, \u00f6zellikle YZ\u2019ye dayal\u0131 dijital sald\u0131r\u0131lar\u0131n en g\u00fcncel \u00f6rneklerinden biridir. Bir siber g\u00fcvenlik uzman\u0131, bir yapay zeka modeline geleneksel y\u00f6ntemlerle sormad\u0131\u011f\u0131, ancak manip\u00fcle edilmi\u015f bir soru sorarsa, modelin cevaplar\u0131 sald\u0131rgan\u0131n istedi\u011fi \u015fekilde \u015fekillendirilebilir.&nbsp;<\/p>\n\n\n\n<p>\u00d6rne\u011fin, bir ki\u015fi, bir YZ\u2019ye &#8220;Bir e-ticaret sitesine nas\u0131l g\u00fcvenlik a\u00e7\u0131\u011f\u0131 b\u0131rak\u0131r\u0131m?&#8221; gibi bir soru sorarsa, modelin bu iste\u011fe uygun \u015fekilde k\u00f6t\u00fc niyetli bir yan\u0131t \u00fcretmesi sa\u011flanabilir. Bu durum, dijital g\u00fcvenlik uzmanlar\u0131 ve yaz\u0131l\u0131m geli\u015ftiricileri i\u00e7in b\u00fcy\u00fck bir endi\u015fe kayna\u011f\u0131d\u0131r \u00e7\u00fcnk\u00fc YZ\u2019ler her ge\u00e7en g\u00fcn daha g\u00fc\u00e7l\u00fc ve daha etkili hale gelmektedir.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Istatistikler_ve_Grafiklerle_Siber_Guvenlikte_Yapay_Zeka_Uygulamalari\"><\/span>\u0130statistikler ve Grafiklerle Siber G\u00fcvenlikte Yapay Zek\u00e2\u00a0Uygulamalar\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>YZ ve siber g\u00fcvenlikteki etkisini anlamak i\u00e7in verilerle desteklemek faydal\u0131 olacakt\u0131r. 2023 y\u0131l\u0131 itibar\u0131yla, d\u00fcnya genelindeki t\u00fcm siber sald\u0131r\u0131lar\u0131n %30\u2019undan fazlas\u0131n\u0131n, yapay zeka ve makine \u00f6\u011frenimi y\u00f6ntemleri kullan\u0131larak ger\u00e7ekle\u015ftirildi\u011fi tahmin ediliyor. Bu, sald\u0131rganlar\u0131n YZ\u2019yi savunma sistemlerini a\u015fmak i\u00e7in giderek daha fazla kulland\u0131klar\u0131n\u0131 g\u00f6steriyor. \u00d6te yandan, YZ destekli g\u00fcvenlik yaz\u0131l\u0131mlar\u0131n\u0131n da %70 oran\u0131nda daha h\u0131zl\u0131 tehdit alg\u0131lamas\u0131 sa\u011flad\u0131\u011f\u0131 raporlanm\u0131\u015ft\u0131r.&nbsp;<\/p>\n\n\n\n<p>Bu veriler, siber g\u00fcvenlikte yapay zek\u00e2 uygulamalar\u0131n\u0131n h\u0131zla artt\u0131\u011f\u0131n\u0131 ve her iki taraf i\u00e7in de stratejik bir \u00f6neme sahip oldu\u011funu ortaya koyuyor. Bu ba\u011flamda, g\u00f6rsel grafiklerle desteklenen istatistikler, konuyu daha anla\u015f\u0131l\u0131r k\u0131lmak ve fark\u0131ndal\u0131k yaratmak i\u00e7in faydal\u0131 olabilir.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Siber_Guvenlikte_Yapay_Zeka_Uygulamalari_ve_Gelecek\"><\/span>Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131 ve Gelecek<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"4145\" src=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_-1024x576.webp\" alt=\"Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131\" class=\"wp-image-4145\" srcset=\"https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_-1024x576.webp 1024w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_-300x169.webp 300w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_-768x432.webp 768w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_-1536x864.webp 1536w, https:\/\/bilisimacademy.com\/blog\/wp-content\/uploads\/2024\/12\/sib.guv_.ai_.webp 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Siber g\u00fcvenlikte yapay zek\u00e2 uygulamalar\u0131n\u0131n, siber g\u00fcvenlikteki rol\u00fc, gelecekte daha da \u00f6nemli hale gelecek. Hem koruma hem de sald\u0131r\u0131 taraf\u0131 i\u00e7in b\u00fcy\u00fck f\u0131rsatlar sunan bu teknoloji, ayn\u0131 zamanda yeni tehditler ve riskler olu\u015fturuyor. Prompt hacking gibi yeni sald\u0131r\u0131 y\u00f6ntemleri, Siber g\u00fcvenlikte yapay zek\u00e2 uygulamalar\u0131n\u0131n k\u00f6t\u00fcye kullan\u0131lmas\u0131 sonucunda ciddi sonu\u00e7lar do\u011furabilir. Bu y\u00fczden dijital g\u00fcvenlik uzmanlar\u0131n\u0131n, yapay zek\u00e2 tabanl\u0131 tehditlere kar\u015f\u0131 yeni stratejiler geli\u015ftirmesi \u00f6nemlidir.\u00a0<\/p>\n\n\n\n<p>Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131 do\u011fru kullan\u0131ld\u0131\u011f\u0131nda siber g\u00fcvenlik i\u00e7in b\u00fcy\u00fck bir avantaj sa\u011flayabilir, ancak sald\u0131rganlar da bu teknolojiyi k\u00f6t\u00fcye kullanma yoluna gitmektedir. Gelecekte, her iki taraf\u0131n da yapay zek\u00e2 destekli stratejilere ve tehditlere daha fazla entegre olmas\u0131 bekleniyor. Bu ba\u011flamda, g\u00fcvenlik yaz\u0131l\u0131mlar\u0131n\u0131 geli\u015ftirirken hem sald\u0131r\u0131lara kar\u015f\u0131 koruma hem de olas\u0131 a\u00e7\u0131klar\u0131 minimize etme \u00fczerine \u00e7al\u0131\u015fmalar\u0131n yo\u011funla\u015fmas\u0131 gerekecek.<\/p>\n\n\n\n<p><a href=\"https:\/\/bilisimacademy.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Bili\u015fim Academy<\/a> olarak uzman ekibimizle yapay zeka ve siber g\u00fcvenlik e\u011fitimleri vermekteyiz. Sizlerde bu e\u011fitimlere kat\u0131lmak isterseniz <a href=\"https:\/\/bilisimacademy.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">bilisimacademy.com<\/a> sayfam\u0131zdan detayl\u0131 bilgi alabilir ve (<a href=\"https:\/\/tr.linkedin.com\/company\/bilisimacademy\" target=\"_blank\" rel=\"noreferrer noopener\">linkedln<\/a> \/ <a href=\"https:\/\/www.instagram.com\/bilisimacademy\/\" target=\"_blank\" rel=\"noreferrer noopener\">instagram<\/a>) sosyal medya hesaplar\u0131m\u0131z\u0131 takip edebilirsiniz.\u00a0<\/p>\n\n\n\n<p><a href=\"https:\/\/bilisimmedia.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SEO ve Medya Planlama<\/a> \u00e7\u00f6z\u00fcm orta\u011f\u0131m\u0131z ile hizmetinizdeyiz!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Siber G\u00fcvenlikte Yapay Zek\u00e2 Uygulamalar\u0131, g\u00fcvenlik d\u00fcnyas\u0131 \u00e7evrimi\u00e7i tehditlerle ba\u015fa \u00e7\u0131kabilmek i\u00e7in son y\u0131llarda, b\u00fcy\u00fck bir evrim ge\u00e7iriyor. Geleneksel koruma y\u00f6ntemleri, h\u0131zla geli\u015fen siber sald\u0131r\u0131 tekniklerine kar\u015f\u0131 yetersiz kalmaya ba\u015flad\u0131. \u0130\u015fte tam bu noktada yapay zeka (YZ), siber g\u00fcvenlik alan\u0131nda devrim yarat\u0131yor. Zeka destekli sistemlerin siber g\u00fcvenlikteki potansiyeli, hem sald\u0131r\u0131&nbsp; hem de koruma stratejileri a\u00e7\u0131s\u0131ndan [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":4142,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hot-news"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/posts\/3286","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/comments?post=3286"}],"version-history":[{"count":2,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/posts\/3286\/revisions"}],"predecessor-version":[{"id":4146,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/posts\/3286\/revisions\/4146"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/media\/4142"}],"wp:attachment":[{"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/media?parent=3286"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/categories?post=3286"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bilisimacademy.com\/blog\/wp-json\/wp\/v2\/tags?post=3286"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}