Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/title><\/p>\n<style>\n body {\n font-family: sans-serif;\n line-height: 1.6;\n margin: 20px;\n }\n h1 {\n font-size: 2em;\n }\n h2 {\n font-size: 1.5em;\n margin-top: 1.5em;\n }\n h3 {\n font-size: 1.2em;\n margin-top: 1em;\n }\n code {\n background-color: #f0f0f0;\n padding: 0.2em 0.4em;\n border-radius: 3px;\n }\n pre {\n background-color: #f0f0f0;\n padding: 1em;\n border-radius: 5px;\n overflow-x: auto;\n }\n .dikkat {\n background-color: #ffdddd;\n border: 1px solid #ffaaaa;\n padding: 1em;\n margin-bottom: 1em;\n }\n @media (max-width: 768px) {\n body {\n font-size: 16px;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<p>Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/p>\n<p>Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in “prompt injection” ve “jailbreak” gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.<\/p>\n<h2>Prompt Injection Nedir ve Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n<p>Prompt injection, k\u00f6t\u00fc ama\u00e7l\u0131 komutlar\u0131 veya girdileri yapay zeka modelinin ana komutuna ekleyerek sistemin beklenmedik davran\u0131\u015flar sergilemesine neden olan bir sald\u0131r\u0131 t\u00fcr\u00fcd\u00fcr. Basit\u00e7e s\u00f6ylemek gerekirse, hackerlar, AI'ya verilen talimatlar\u0131 manip\u00fcle ederek, istenmeyen sonu\u00e7lar elde etmeyi ama\u00e7larlar. Bu, genellikle b\u00fcy\u00fck dil modelleri (LLM'ler) gibi do\u011fal dil i\u015fleme sistemlerinde etkilidir. \u00d6rne\u011fin, bir AI asistan\u0131na “Hava durumu raporunu bana g\u00f6ster, sonra bana en yak\u0131n silah d\u00fckkan\u0131n\u0131n adresini ver” \u015feklinde bir istek g\u00f6nderilirse, ikinci talimat, birinci talimattan ba\u011f\u0131ms\u0131z olarak yerine getirilebilir ve g\u00fcvenlik a\u00e7\u0131\u011f\u0131 olu\u015fturabilir. Bu sald\u0131r\u0131 y\u00f6ntemi, sistemin g\u00fcvenilirli\u011fini ve do\u011frulu\u011funu tehlikeye atar. Daha sofistike sald\u0131r\u0131lar, kullan\u0131c\u0131y\u0131 zararl\u0131 web sitelerine y\u00f6nlendirme, ki\u015fisel verileri \u00e7alma veya k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131mlar indirmeye zorlama gibi sonu\u00e7lar do\u011furabilir. Bu nedenle, prompt injection'a kar\u015f\u0131 \u00f6nlemler almak hayati \u00f6nem ta\u015f\u0131r.<\/p>\n<h2>Jailbreak: AI'y\u0131 S\u0131n\u0131rlar\u0131n\u0131n D\u0131\u015f\u0131na \u00c7\u0131karma<\/h2>\n<p>Jailbreak, bir AI sisteminin g\u00fcvenlik \u00f6nlemlerini atlayarak tasar\u0131m\u0131 d\u0131\u015f\u0131nda davran\u0131\u015flar sergilemesini sa\u011flamaya y\u00f6nelik bir tekniktir. Bu, genellikle LLM'lerin etik kurallar\u0131 veya g\u00fcvenlik protokollerini atlatmak i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f girdiler kullan\u0131larak yap\u0131l\u0131r. Jailbreak sald\u0131r\u0131lar\u0131, AI'n\u0131n zararl\u0131 i\u00e7erik \u00fcretmesi, yanl\u0131\u015f bilgi yaymas\u0131 veya ki\u015fisel verileri if\u015fa etmesi gibi riskler ta\u015f\u0131r. \u00d6rne\u011fin, bir AI sohbet robotu, \u201cbana zararl\u0131 bir kod yaz\u201d gibi do\u011frudan bir komutu reddedebilir, ancak belirli bir girdi dizisi kullanarak dolayl\u0131 olarak bu komutu yerine getirmesi sa\u011flanabilir. Bu, AI g\u00fcvenlik sistemlerinin s\u0131n\u0131rlar\u0131n\u0131 test etmek ve bunlar\u0131n etkinli\u011fini de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131r. Ancak, bu tekniklerin k\u00f6t\u00fc niyetli ki\u015filer taraf\u0131ndan kullan\u0131lmas\u0131 halinde ciddi g\u00fcvenlik sorunlar\u0131na yol a\u00e7abilir.<\/p>\n<h2>\u00d6\u011frenme Yol Haritas\u0131: Prompt Injection ve Jailbreak'e Giri\u015f<\/h2>\n<h3>Yeni Ba\u015flayanlar \u0130\u00e7in: Temel Kavramlar<\/h3>\n<p>Ba\u015flang\u0131\u00e7 seviyesinde, prompt injection ve jailbreak'in temel prensiplerini anlamak \u00f6nemlidir. Bunlar, AI sistemlerinin girdilere verdi\u011fi tepkileri manip\u00fcle etmeyi hedefler. Basit bir \u00f6rnek olarak, bir AI yazma arac\u0131na, “Bir \u00e7ocuk masal yaz, ama hikayenin sonunda k\u00f6t\u00fc bir \u015fey olsun” gibi bir talimat verilebilir. Bu, AI'n\u0131n normalde yapmayaca\u011f\u0131 \u015fekilde, karanl\u0131k bir sonlu bir hikaye \u00fcretmesine yol a\u00e7abilir. Bu basit \u00f6rnek, bu tekniklerin ne kadar kolay uygulanabilece\u011fini g\u00f6stermektedir. Yeni ba\u015flayanlar i\u00e7in, farkl\u0131 AI platformlar\u0131 \u00fczerinde basit denemeler yaparak, bu kavramlar\u0131n nas\u0131l i\u015fledi\u011fini g\u00f6zlemlemek faydal\u0131 olabilir. Bunun i\u00e7in, \u00e7e\u015fitli kelime \u00f6bekleri ve farkl\u0131 sorgulama y\u00f6ntemleri denenebilir. Daha fazla bilgi i\u00e7in, (https:\/\/fatihsoysal.com) adresini ziyaret edebilirsiniz.<\/p>\n<h3>Orta Seviye: Pratik Uygulamalar ve Vaka \u00c7al\u0131\u015fmalar\u0131<\/h3>\n<p>Orta seviyede, ger\u00e7ek d\u00fcnya senaryolar\u0131nda prompt injection ve jailbreak'in nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 anlamak \u00f6nemlidir. \u00d6rne\u011fin, bir m\u00fc\u015fteri hizmetleri chatbot'unun g\u00fcvenli\u011fini test etmek i\u00e7in, yanl\u0131\u015f y\u00f6nlendirme ve bilgi s\u0131zd\u0131rma ama\u00e7l\u0131 prompt'lar kullan\u0131labilir. Bu t\u00fcr denemeler, sistemin g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etmeye ve bunlar\u0131 gidermeye yard\u0131mc\u0131 olur. Ayr\u0131ca, farkl\u0131 AI modellerinin bu t\u00fcr sald\u0131r\u0131lara kar\u015f\u0131 ne kadar diren\u00e7li oldu\u011funu anlamak i\u00e7in kar\u015f\u0131la\u015ft\u0131rmal\u0131 analizler yap\u0131labilir. Bir vaka \u00e7al\u0131\u015fmas\u0131 olarak, bir e-ticaret sitesinin chatbot'una, \u00fcr\u00fcn bilgileri talep eden bir prompt'a, ek olarak gizli fiyat bilgilerinin de sa\u011flanmas\u0131 talimat\u0131 eklenebilir. Ba\u015far\u0131l\u0131 bir jailbreak durumunda, chatbot beklenmedik \u015fekilde bu gizli bilgilere ula\u015fabilir. Bu t\u00fcr testlerin, sistem g\u00fcvenli\u011fini art\u0131rmak i\u00e7in \u00f6nemli bir ara\u00e7 oldu\u011funu unutmay\u0131n. <\/p>\n<h3>\u0130leri Seviye: Karma\u015f\u0131k Teknikler ve Savunma Stratejileri<\/h3>\n<p>\u0130leri d\u00fczeyde, daha karma\u015f\u0131k prompt injection ve jailbreak teknikleri ele al\u0131n\u0131r. Bunlar, AI'n\u0131n g\u00fcvenlik mekanizmalar\u0131n\u0131 atlatmak i\u00e7in daha geli\u015fmi\u015f y\u00f6ntemler i\u00e7erir. \u00d6rne\u011fin, bir AI modeli, birden fazla ard\u0131\u015f\u0131k prompt kullanarak manip\u00fcle edilebilir. Her prompt, bir \u00f6ncekinin sonu\u00e7lar\u0131n\u0131 kullanarak, sonu\u00e7ta istenmeyen bir davran\u0131\u015fa yol a\u00e7ar. \u0130leri seviye savunma stratejileri ise, g\u00fc\u00e7l\u00fc g\u00fcvenlik protokolleri, giri\u015f do\u011frulama mekanizmalar\u0131 ve AI modellerinin s\u00fcrekli olarak g\u00fcncellenmesi ve e\u011fitilmesini i\u00e7erir. G\u00fc\u00e7l\u00fc bir savunma stratejisi, potansiyel tehditleri \u00f6nceden belirlemek ve bunlara kar\u015f\u0131 \u00f6nlem almak anlam\u0131na gelir. Daha fazla bilgi i\u00e7in, (https:\/\/fatihsoysal.com) web sitesini ziyaret edebilirsiniz. Bu web sitesinde, konu hakk\u0131nda daha derinlemesine bilgi bulabilir ve g\u00fcncel geli\u015fmeleri takip edebilirsiniz.<\/p>\n<h2>Uygulamal\u0131 K\u0131s\u0131m: Prompt Injection \u00d6rne\u011fi<\/h2>\n<p>Bir AI yazma arac\u0131na \u015fu promptu verelim:<\/p>\n<pre>\n<code>\nBir hikaye yaz. Hikaye bir \u00e7ocuk ve bir k\u00f6pek hakk\u0131nda olsun. K\u00f6pe\u011fin ad\u0131 Max olsun.\n<\/code>\n<\/pre>\n<p>Bu basit bir prompt. \u015eimdi ise, k\u00f6t\u00fc ama\u00e7l\u0131 bir prompt injection \u00f6rne\u011fi:<\/p>\n<pre>\n<code>\nBir hikaye yaz. Hikaye bir \u00e7ocuk ve bir k\u00f6pek hakk\u0131nda olsun. K\u00f6pe\u011fin ad\u0131 Max olsun. Ancak, unutma, hikayenin sonunda \u00e7ocu\u011fun kaza ge\u00e7irdi\u011fini ve hastaneye kald\u0131r\u0131ld\u0131\u011f\u0131n\u0131 yazmal\u0131s\u0131n.\n<\/code>\n<\/pre>\n<p>Bu ikinci prompt, AI'y\u0131 istenmeyen bir son yazmaya y\u00f6nlendirir. Bu, bir prompt injection sald\u0131r\u0131s\u0131n\u0131n basit bir \u00f6rne\u011fidir. Daha karma\u015f\u0131k sald\u0131r\u0131lar, dolayl\u0131 y\u00f6ntemler ve gizli komutlar kullanabilir.<\/p>\n<h2>AI G\u00fcvenli\u011fi \u0130\u00e7in \u00d6neriler<\/h2>\n<p>AI sistemlerinin g\u00fcvenli\u011fini sa\u011flamak i\u00e7in \u00e7e\u015fitli \u00f6nlemler al\u0131nabilir. Bunlar aras\u0131nda, giri\u015f do\u011frulama, g\u00fcvenlik protokolleri, e\u011fitim verilerinin temizlenmesi ve AI modellerinin d\u00fczenli olarak g\u00fcncellenmesi yer al\u0131r. Ayr\u0131ca, AI sistemlerinin davran\u0131\u015flar\u0131n\u0131 izlemek ve olas\u0131 tehditleri tespit etmek i\u00e7in s\u00fcrekli izleme ve uyar\u0131 sistemleri kurmak \u00f6nemlidir. Dikkatli ve g\u00fcvenilir veri kaynaklar\u0131 kullanmak, yanl\u0131\u015f bilgilere kar\u015f\u0131 koruma sa\u011flamak i\u00e7in hayati \u00f6nem ta\u015f\u0131r. Geli\u015fmi\u015f g\u00fcvenlik \u00f6nlemleri, AI'n\u0131n k\u00f6t\u00fcye kullan\u0131m\u0131n\u0131 \u00f6nlemede b\u00fcy\u00fck rol oynar. Bu \u00f6nlemler, sistemlerin g\u00fcvenli\u011fini art\u0131rmak i\u00e7in birden fazla katmanl\u0131 bir yakla\u015f\u0131m gerektirir.<\/p>\n<div class=\"dikkat\">\n <strong>Dikkat!<\/strong> Prompt injection ve jailbreak teknikleri, etik olmayan ama\u00e7lar i\u00e7in kullan\u0131labilir. Bu teknikleri \u00f6\u011frenmek ve uygulamak, sadece e\u011fitim ve ara\u015ft\u0131rma ama\u00e7l\u0131 olmal\u0131d\u0131r.\n<\/div>\n<h2>S\u0131k\u00e7a Sorulan Sorular<\/h2>\n<ul>\n<li><strong>Prompt injection'dan nas\u0131l korunabilirim?<\/strong> Girdileri do\u011frulamak, g\u00fcvenlik protokolleri uygulamak ve AI modelini d\u00fczenli olarak g\u00fcncellemek \u00f6nemlidir.<\/li>\n<li><strong>Jailbreak sald\u0131r\u0131lar\u0131n\u0131 nas\u0131l \u00f6nleyebilirim?<\/strong> AI modelini s\u0131k\u0131 kurallarla e\u011fitmek, giri\u015fleri filtrelemek ve anormal davran\u0131\u015flar\u0131 tespit etmek i\u00e7in izleme sistemleri kullanmak gereklidir.<\/li>\n<li><strong>Prompt injection ve jailbreak'in ger\u00e7ek d\u00fcnya etkileri nelerdir?<\/strong> Ki\u015fisel veri s\u0131zmas\u0131, yanl\u0131\u015f bilgi yay\u0131m\u0131, k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131m da\u011f\u0131t\u0131m\u0131 gibi ciddi sonu\u00e7lara yol a\u00e7abilirler.<\/li>\n<li><strong>AI g\u00fcvenli\u011fi i\u00e7in en etkili stratejiler nelerdir?<\/strong> \u00c7ok katmanl\u0131 bir yakla\u015f\u0131m, giri\u015f do\u011frulama, s\u00fcrekli izleme ve g\u00fcncellemeler i\u00e7eren bir sistem en etkili stratejidir.<\/li>\n<li><strong>Bu teknikleri \u00f6\u011frenmek yasal m\u0131d\u0131r?<\/strong> Bu teknikleri etik ve yasal ama\u00e7lar i\u00e7in kullanmak \u00f6nemlidir. K\u00f6t\u00fc ama\u00e7l\u0131 kullan\u0131mlar\u0131 yasad\u0131\u015f\u0131d\u0131r.<\/li>\n<\/ul>\n<p>Yapay zeka g\u00fcvenli\u011fi s\u00fcrekli geli\u015fen bir aland\u0131r ve bu konuda s\u00fcrekli \u00f6\u011frenmek ve g\u00fcncel kalmak \u00f6nemlidir. Daha fazla bilgi ve g\u00fcncel geli\u015fmeler i\u00e7in (https:\/\/fatihsoysal.com) adresini ziyaret edebilirsiniz.<\/p>\n<p>Yazar: Fatih Soysal<\/p>\n<p><\/body><br \/>\n<\/html><\/code><\/p>\n","protected":false},"excerpt":{"rendered":"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor? Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor? Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde…","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-28187","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\n<title>Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/title>\n<meta name=\"description\" content=\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in "prompt injection" ve "jailbreak" gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\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\/hackerlar-aiyi-nasil-kandiriyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in "prompt injection" ve "jailbreak" gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-24T13:00:26+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=\"7 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Hackerlar AI’y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\",\"datePublished\":\"2025-08-24T13:00:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\"},\"wordCount\":1310,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\",\"name\":\"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-08-24T13:00:26+00:00\",\"description\":\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. 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{"id":28187,"date":"2025-08-24T16:00:26","date_gmt":"2025-08-24T13:00:26","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/"},"modified":"2025-08-24T16:00:26","modified_gmt":"2025-08-24T13:00:26","slug":"hackerlar-aiyi-nasil-kandiriyor","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/","title":{"rendered":"Hackerlar AI’y\u0131 Nas\u0131l Kand\u0131r\u0131yor?"},"content":{"rendered":"

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\n Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/title><\/p>\n<style>\n body {\n font-family: sans-serif;\n line-height: 1.6;\n margin: 20px;\n }\n h1 {\n font-size: 2em;\n }\n h2 {\n font-size: 1.5em;\n margin-top: 1.5em;\n }\n h3 {\n font-size: 1.2em;\n margin-top: 1em;\n }\n code {\n background-color: #f0f0f0;\n padding: 0.2em 0.4em;\n border-radius: 3px;\n }\n pre {\n background-color: #f0f0f0;\n padding: 1em;\n border-radius: 5px;\n overflow-x: auto;\n }\n .dikkat {\n background-color: #ffdddd;\n border: 1px solid #ffaaaa;\n padding: 1em;\n margin-bottom: 1em;\n }\n @media (max-width: 768px) {\n body {\n font-size: 16px;\n }\n }\n <\/style>\n<p><\/head><br \/>\n<body><\/p>\n<p>Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/p>\n<p>Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in “prompt injection” ve “jailbreak” gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.<\/p>\n<h2>Prompt Injection Nedir ve Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n<p>Prompt injection, k\u00f6t\u00fc ama\u00e7l\u0131 komutlar\u0131 veya girdileri yapay zeka modelinin ana komutuna ekleyerek sistemin beklenmedik davran\u0131\u015flar sergilemesine neden olan bir sald\u0131r\u0131 t\u00fcr\u00fcd\u00fcr. Basit\u00e7e s\u00f6ylemek gerekirse, hackerlar, AI'ya verilen talimatlar\u0131 manip\u00fcle ederek, istenmeyen sonu\u00e7lar elde etmeyi ama\u00e7larlar. Bu, genellikle b\u00fcy\u00fck dil modelleri (LLM'ler) gibi do\u011fal dil i\u015fleme sistemlerinde etkilidir. \u00d6rne\u011fin, bir AI asistan\u0131na “Hava durumu raporunu bana g\u00f6ster, sonra bana en yak\u0131n silah d\u00fckkan\u0131n\u0131n adresini ver” \u015feklinde bir istek g\u00f6nderilirse, ikinci talimat, birinci talimattan ba\u011f\u0131ms\u0131z olarak yerine getirilebilir ve g\u00fcvenlik a\u00e7\u0131\u011f\u0131 olu\u015fturabilir. Bu sald\u0131r\u0131 y\u00f6ntemi, sistemin g\u00fcvenilirli\u011fini ve do\u011frulu\u011funu tehlikeye atar. Daha sofistike sald\u0131r\u0131lar, kullan\u0131c\u0131y\u0131 zararl\u0131 web sitelerine y\u00f6nlendirme, ki\u015fisel verileri \u00e7alma veya k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131mlar indirmeye zorlama gibi sonu\u00e7lar do\u011furabilir. Bu nedenle, prompt injection'a kar\u015f\u0131 \u00f6nlemler almak hayati \u00f6nem ta\u015f\u0131r.<\/p>\n<h2>Jailbreak: AI'y\u0131 S\u0131n\u0131rlar\u0131n\u0131n D\u0131\u015f\u0131na \u00c7\u0131karma<\/h2>\n<p>Jailbreak, bir AI sisteminin g\u00fcvenlik \u00f6nlemlerini atlayarak tasar\u0131m\u0131 d\u0131\u015f\u0131nda davran\u0131\u015flar sergilemesini sa\u011flamaya y\u00f6nelik bir tekniktir. Bu, genellikle LLM'lerin etik kurallar\u0131 veya g\u00fcvenlik protokollerini atlatmak i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f girdiler kullan\u0131larak yap\u0131l\u0131r. Jailbreak sald\u0131r\u0131lar\u0131, AI'n\u0131n zararl\u0131 i\u00e7erik \u00fcretmesi, yanl\u0131\u015f bilgi yaymas\u0131 veya ki\u015fisel verileri if\u015fa etmesi gibi riskler ta\u015f\u0131r. \u00d6rne\u011fin, bir AI sohbet robotu, \u201cbana zararl\u0131 bir kod yaz\u201d gibi do\u011frudan bir komutu reddedebilir, ancak belirli bir girdi dizisi kullanarak dolayl\u0131 olarak bu komutu yerine getirmesi sa\u011flanabilir. Bu, AI g\u00fcvenlik sistemlerinin s\u0131n\u0131rlar\u0131n\u0131 test etmek ve bunlar\u0131n etkinli\u011fini de\u011ferlendirmek i\u00e7in kullan\u0131l\u0131r. Ancak, bu tekniklerin k\u00f6t\u00fc niyetli ki\u015filer taraf\u0131ndan kullan\u0131lmas\u0131 halinde ciddi g\u00fcvenlik sorunlar\u0131na yol a\u00e7abilir.<\/p>\n<h2>\u00d6\u011frenme Yol Haritas\u0131: Prompt Injection ve Jailbreak'e Giri\u015f<\/h2>\n<h3>Yeni Ba\u015flayanlar \u0130\u00e7in: Temel Kavramlar<\/h3>\n<p>Ba\u015flang\u0131\u00e7 seviyesinde, prompt injection ve jailbreak'in temel prensiplerini anlamak \u00f6nemlidir. Bunlar, AI sistemlerinin girdilere verdi\u011fi tepkileri manip\u00fcle etmeyi hedefler. Basit bir \u00f6rnek olarak, bir AI yazma arac\u0131na, “Bir \u00e7ocuk masal yaz, ama hikayenin sonunda k\u00f6t\u00fc bir \u015fey olsun” gibi bir talimat verilebilir. Bu, AI'n\u0131n normalde yapmayaca\u011f\u0131 \u015fekilde, karanl\u0131k bir sonlu bir hikaye \u00fcretmesine yol a\u00e7abilir. Bu basit \u00f6rnek, bu tekniklerin ne kadar kolay uygulanabilece\u011fini g\u00f6stermektedir. Yeni ba\u015flayanlar i\u00e7in, farkl\u0131 AI platformlar\u0131 \u00fczerinde basit denemeler yaparak, bu kavramlar\u0131n nas\u0131l i\u015fledi\u011fini g\u00f6zlemlemek faydal\u0131 olabilir. Bunun i\u00e7in, \u00e7e\u015fitli kelime \u00f6bekleri ve farkl\u0131 sorgulama y\u00f6ntemleri denenebilir. Daha fazla bilgi i\u00e7in, (https:\/\/fatihsoysal.com) adresini ziyaret edebilirsiniz.<\/p>\n<h3>Orta Seviye: Pratik Uygulamalar ve Vaka \u00c7al\u0131\u015fmalar\u0131<\/h3>\n<p>Orta seviyede, ger\u00e7ek d\u00fcnya senaryolar\u0131nda prompt injection ve jailbreak'in nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 anlamak \u00f6nemlidir. \u00d6rne\u011fin, bir m\u00fc\u015fteri hizmetleri chatbot'unun g\u00fcvenli\u011fini test etmek i\u00e7in, yanl\u0131\u015f y\u00f6nlendirme ve bilgi s\u0131zd\u0131rma ama\u00e7l\u0131 prompt'lar kullan\u0131labilir. Bu t\u00fcr denemeler, sistemin g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131 tespit etmeye ve bunlar\u0131 gidermeye yard\u0131mc\u0131 olur. Ayr\u0131ca, farkl\u0131 AI modellerinin bu t\u00fcr sald\u0131r\u0131lara kar\u015f\u0131 ne kadar diren\u00e7li oldu\u011funu anlamak i\u00e7in kar\u015f\u0131la\u015ft\u0131rmal\u0131 analizler yap\u0131labilir. Bir vaka \u00e7al\u0131\u015fmas\u0131 olarak, bir e-ticaret sitesinin chatbot'una, \u00fcr\u00fcn bilgileri talep eden bir prompt'a, ek olarak gizli fiyat bilgilerinin de sa\u011flanmas\u0131 talimat\u0131 eklenebilir. Ba\u015far\u0131l\u0131 bir jailbreak durumunda, chatbot beklenmedik \u015fekilde bu gizli bilgilere ula\u015fabilir. Bu t\u00fcr testlerin, sistem g\u00fcvenli\u011fini art\u0131rmak i\u00e7in \u00f6nemli bir ara\u00e7 oldu\u011funu unutmay\u0131n. <\/p>\n<h3>\u0130leri Seviye: Karma\u015f\u0131k Teknikler ve Savunma Stratejileri<\/h3>\n<p>\u0130leri d\u00fczeyde, daha karma\u015f\u0131k prompt injection ve jailbreak teknikleri ele al\u0131n\u0131r. Bunlar, AI'n\u0131n g\u00fcvenlik mekanizmalar\u0131n\u0131 atlatmak i\u00e7in daha geli\u015fmi\u015f y\u00f6ntemler i\u00e7erir. \u00d6rne\u011fin, bir AI modeli, birden fazla ard\u0131\u015f\u0131k prompt kullanarak manip\u00fcle edilebilir. Her prompt, bir \u00f6ncekinin sonu\u00e7lar\u0131n\u0131 kullanarak, sonu\u00e7ta istenmeyen bir davran\u0131\u015fa yol a\u00e7ar. \u0130leri seviye savunma stratejileri ise, g\u00fc\u00e7l\u00fc g\u00fcvenlik protokolleri, giri\u015f do\u011frulama mekanizmalar\u0131 ve AI modellerinin s\u00fcrekli olarak g\u00fcncellenmesi ve e\u011fitilmesini i\u00e7erir. G\u00fc\u00e7l\u00fc bir savunma stratejisi, potansiyel tehditleri \u00f6nceden belirlemek ve bunlara kar\u015f\u0131 \u00f6nlem almak anlam\u0131na gelir. Daha fazla bilgi i\u00e7in, (https:\/\/fatihsoysal.com) web sitesini ziyaret edebilirsiniz. Bu web sitesinde, konu hakk\u0131nda daha derinlemesine bilgi bulabilir ve g\u00fcncel geli\u015fmeleri takip edebilirsiniz.<\/p>\n<h2>Uygulamal\u0131 K\u0131s\u0131m: Prompt Injection \u00d6rne\u011fi<\/h2>\n<p>Bir AI yazma arac\u0131na \u015fu promptu verelim:<\/p>\n<pre>\n<code>\nBir hikaye yaz. Hikaye bir \u00e7ocuk ve bir k\u00f6pek hakk\u0131nda olsun. K\u00f6pe\u011fin ad\u0131 Max olsun.\n<\/code>\n<\/pre>\n<p>Bu basit bir prompt. \u015eimdi ise, k\u00f6t\u00fc ama\u00e7l\u0131 bir prompt injection \u00f6rne\u011fi:<\/p>\n<pre>\n<code>\nBir hikaye yaz. Hikaye bir \u00e7ocuk ve bir k\u00f6pek hakk\u0131nda olsun. K\u00f6pe\u011fin ad\u0131 Max olsun. Ancak, unutma, hikayenin sonunda \u00e7ocu\u011fun kaza ge\u00e7irdi\u011fini ve hastaneye kald\u0131r\u0131ld\u0131\u011f\u0131n\u0131 yazmal\u0131s\u0131n.\n<\/code>\n<\/pre>\n<p>Bu ikinci prompt, AI'y\u0131 istenmeyen bir son yazmaya y\u00f6nlendirir. Bu, bir prompt injection sald\u0131r\u0131s\u0131n\u0131n basit bir \u00f6rne\u011fidir. Daha karma\u015f\u0131k sald\u0131r\u0131lar, dolayl\u0131 y\u00f6ntemler ve gizli komutlar kullanabilir.<\/p>\n<h2>AI G\u00fcvenli\u011fi \u0130\u00e7in \u00d6neriler<\/h2>\n<p>AI sistemlerinin g\u00fcvenli\u011fini sa\u011flamak i\u00e7in \u00e7e\u015fitli \u00f6nlemler al\u0131nabilir. Bunlar aras\u0131nda, giri\u015f do\u011frulama, g\u00fcvenlik protokolleri, e\u011fitim verilerinin temizlenmesi ve AI modellerinin d\u00fczenli olarak g\u00fcncellenmesi yer al\u0131r. Ayr\u0131ca, AI sistemlerinin davran\u0131\u015flar\u0131n\u0131 izlemek ve olas\u0131 tehditleri tespit etmek i\u00e7in s\u00fcrekli izleme ve uyar\u0131 sistemleri kurmak \u00f6nemlidir. Dikkatli ve g\u00fcvenilir veri kaynaklar\u0131 kullanmak, yanl\u0131\u015f bilgilere kar\u015f\u0131 koruma sa\u011flamak i\u00e7in hayati \u00f6nem ta\u015f\u0131r. Geli\u015fmi\u015f g\u00fcvenlik \u00f6nlemleri, AI'n\u0131n k\u00f6t\u00fcye kullan\u0131m\u0131n\u0131 \u00f6nlemede b\u00fcy\u00fck rol oynar. Bu \u00f6nlemler, sistemlerin g\u00fcvenli\u011fini art\u0131rmak i\u00e7in birden fazla katmanl\u0131 bir yakla\u015f\u0131m gerektirir.<\/p>\n<div class=\"dikkat\">\n <strong>Dikkat!<\/strong> Prompt injection ve jailbreak teknikleri, etik olmayan ama\u00e7lar i\u00e7in kullan\u0131labilir. Bu teknikleri \u00f6\u011frenmek ve uygulamak, sadece e\u011fitim ve ara\u015ft\u0131rma ama\u00e7l\u0131 olmal\u0131d\u0131r.\n<\/div>\n<h2>S\u0131k\u00e7a Sorulan Sorular<\/h2>\n<ul>\n<li><strong>Prompt injection'dan nas\u0131l korunabilirim?<\/strong> Girdileri do\u011frulamak, g\u00fcvenlik protokolleri uygulamak ve AI modelini d\u00fczenli olarak g\u00fcncellemek \u00f6nemlidir.<\/li>\n<li><strong>Jailbreak sald\u0131r\u0131lar\u0131n\u0131 nas\u0131l \u00f6nleyebilirim?<\/strong> AI modelini s\u0131k\u0131 kurallarla e\u011fitmek, giri\u015fleri filtrelemek ve anormal davran\u0131\u015flar\u0131 tespit etmek i\u00e7in izleme sistemleri kullanmak gereklidir.<\/li>\n<li><strong>Prompt injection ve jailbreak'in ger\u00e7ek d\u00fcnya etkileri nelerdir?<\/strong> Ki\u015fisel veri s\u0131zmas\u0131, yanl\u0131\u015f bilgi yay\u0131m\u0131, k\u00f6t\u00fc ama\u00e7l\u0131 yaz\u0131l\u0131m da\u011f\u0131t\u0131m\u0131 gibi ciddi sonu\u00e7lara yol a\u00e7abilirler.<\/li>\n<li><strong>AI g\u00fcvenli\u011fi i\u00e7in en etkili stratejiler nelerdir?<\/strong> \u00c7ok katmanl\u0131 bir yakla\u015f\u0131m, giri\u015f do\u011frulama, s\u00fcrekli izleme ve g\u00fcncellemeler i\u00e7eren bir sistem en etkili stratejidir.<\/li>\n<li><strong>Bu teknikleri \u00f6\u011frenmek yasal m\u0131d\u0131r?<\/strong> Bu teknikleri etik ve yasal ama\u00e7lar i\u00e7in kullanmak \u00f6nemlidir. K\u00f6t\u00fc ama\u00e7l\u0131 kullan\u0131mlar\u0131 yasad\u0131\u015f\u0131d\u0131r.<\/li>\n<\/ul>\n<p>Yapay zeka g\u00fcvenli\u011fi s\u00fcrekli geli\u015fen bir aland\u0131r ve bu konuda s\u00fcrekli \u00f6\u011frenmek ve g\u00fcncel kalmak \u00f6nemlidir. Daha fazla bilgi ve g\u00fcncel geli\u015fmeler i\u00e7in (https:\/\/fatihsoysal.com) adresini ziyaret edebilirsiniz.<\/p>\n<p>Yazar: Fatih Soysal<\/p>\n<p><\/body><br \/>\n<\/html><\/code><\/p>\n","protected":false},"excerpt":{"rendered":"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor? Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor? Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde…","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-28187","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\n<title>Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?<\/title>\n<meta name=\"description\" content=\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in "prompt injection" ve "jailbreak" gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\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\/hackerlar-aiyi-nasil-kandiriyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. Hackerlar, AI'n\u0131n yeteneklerini k\u00f6t\u00fcye kullanmak i\u00e7in "prompt injection" ve "jailbreak" gibi y\u00f6ntemler geli\u015ftiriyor. Bu makale, bu tehditleri anlamak, savunma mekanizmalar\u0131 olu\u015fturmak ve AI g\u00fcvenli\u011fine dair fark\u0131ndal\u0131\u011f\u0131 art\u0131rmak i\u00e7in haz\u0131rland\u0131. Prompt injection ve jailbreak sald\u0131r\u0131lar\u0131n\u0131n nas\u0131l ger\u00e7ekle\u015fti\u011fini, bunlara kar\u015f\u0131 nas\u0131l korunabilece\u011finizi ve ileri d\u00fczey teknikleri detayl\u0131 olarak inceleyece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-24T13:00:26+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=\"7 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Hackerlar AI’y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\",\"datePublished\":\"2025-08-24T13:00:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\"},\"wordCount\":1310,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/hackerlar-aiyi-nasil-kandiriyor\/\",\"name\":\"Hackerlar AI'y\u0131 Nas\u0131l Kand\u0131r\u0131yor?\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-08-24T13:00:26+00:00\",\"description\":\"Yapay zeka (AI) sistemleri h\u0131zla geli\u015firken, g\u00fcvenlik a\u00e7\u0131klar\u0131 da beraberinde art\u0131yor. 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