{"id":1191,"date":"2026-08-26T23:04:49","date_gmt":"2026-08-26T20:04:49","guid":{"rendered":"https:\/\/www.tayfnews.tech\/tr\/?p=1191"},"modified":"2026-08-26T23:04:49","modified_gmt":"2026-08-26T20:04:49","slug":"yapay-zeka-altyapisini-ag-gecidi-tehditlerine-karsi-korumak","status":"publish","type":"post","link":"https:\/\/www.tayfnews.tech\/tr\/technology\/yapay-zeka-altyapisini-ag-gecidi-tehditlerine-karsi-korumak\/","title":{"rendered":"Yapay Zeka Altyap\u0131s\u0131n\u0131 A\u011f Ge\u00e7idi Tehditlerine Kar\u015f\u0131 Korumak"},"content":{"rendered":"<p>Yapay zeka i\u015f y\u00fckleri, modern kurumsal operasyonlar\u0131n merkezine yer\u015ftik\u00e7e k\u00f6t\u00fc niyetli akt\u00f6rler de odaklar\u0131n\u0131 altyap\u0131ya kayd\u0131rarak \u00f6zellikle korumas\u0131z a\u011f ge\u00e7itlerini ve kontrol noktalar\u0131n\u0131 hedef al\u0131yor. <strong>Microsoft Tehdit \u0130stihbarat\u0131<\/strong> taraf\u0131ndan 26.08.2026 tarihinde yay\u0131nlanan son bulgulara g\u00f6re tehdit akt\u00f6rleri; LiteLLM a\u011f ge\u00e7idi istismar\u0131, sald\u0131rgan kimlik bilgisi h\u0131rs\u0131zl\u0131\u011f\u0131, uzun vadeli kal\u0131c\u0131l\u0131k sa\u011flama ve izinsiz kripto madencili\u011fi operasyonlar\u0131 y\u00fcr\u00fctmek \u00fczere yanl\u0131\u015f yap\u0131land\u0131r\u0131lm\u0131\u015f ve korumas\u0131z yapay zeka ortamlar\u0131n\u0131 aktif olarak k\u00f6t\u00fcye kullan\u0131yor.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-transparent 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:\/\/www.tayfnews.tech\/tr\/technology\/yapay-zeka-altyapisini-ag-gecidi-tehditlerine-karsi-korumak\/#Yapay_Zeka_Altyapi_Tehditlerinin_Evrimi\" >Yapay Zeka Altyap\u0131 Tehditlerinin Evrimi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/yapay-zeka-altyapisini-ag-gecidi-tehditlerine-karsi-korumak\/#Onemli_Saldiri_Vektorleri_ve_Teknikleri\" >\u00d6nemli Sald\u0131r\u0131 Vekt\u00f6rleri ve Teknikleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.tayfnews.tech\/tr\/technology\/yapay-zeka-altyapisini-ag-gecidi-tehditlerine-karsi-korumak\/#Kontrol_Noktalari_Icin_Azaltma_Stratejileri\" >Kontrol Noktalar\u0131 \u0130\u00e7in Azaltma Stratejileri<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Altyapi_Tehditlerinin_Evrimi\"><\/span>Yapay Zeka Altyap\u0131 Tehditlerinin Evrimi<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>B\u00fcy\u00fck dil modellerinin ve makine \u00f6\u011frenimi boru hatlar\u0131n\u0131n \u00fcretim ortamlar\u0131na h\u0131zla entegre edilmesi, geni\u015f yeni bir sald\u0131r\u0131 y\u00fczeyi yaratt\u0131. Kurulu\u015flar model a\u011f\u0131rl\u0131klar\u0131n\u0131 ve girdi komutlar\u0131n\u0131 korumaya yo\u011fun yat\u0131r\u0131mlar yaparken; API a\u011f ge\u00e7itleri, y\u00f6netim kontrol d\u00fczlemleri ve proxy katmanlar\u0131 gibi ba\u011flant\u0131 unsurlar\u0131 genellikle savunmas\u0131z kalmaya devam ediyor. Sald\u0131rganlar, bu mimari bile\u015fenleri ele ge\u00e7irmenin; kripto para madencili\u011fi gibi yo\u011fun hesaplama g\u00f6revleri i\u00e7in gerekli olan i\u00e7 kaynaklara, hassas verilere ve y\u00fcksek performansl\u0131 bilgi i\u015flem varl\u0131klar\u0131na daha geni\u015f eri\u015fim sa\u011flad\u0131\u011f\u0131n\u0131n fark\u0131na vard\u0131.<\/p>\n<p>Microsoft taraf\u0131ndan yay\u0131nlanan ara\u015ft\u0131rmalar, tehdit akt\u00f6rlerinin halka a\u00e7\u0131k u\u00e7 noktalar\u0131 nas\u0131l metotlu bir \u015fekilde tarad\u0131\u011f\u0131n\u0131 g\u00f6zler \u00f6n\u00fcne seriyor. Savunmas\u0131z hizmetler tespit edildi\u011finde sald\u0131rganlar, t\u00fcm da\u011f\u0131t\u0131m\u0131 tehlikeye atmak i\u00e7in belirli kusurlardan yararlan\u0131yor. Bu dinamik; geleneksel uygulama g\u00fcvenli\u011finin \u00f6tesine ge\u00e7erek makine \u00f6\u011frenimi altyap\u0131s\u0131n\u0131n benzersiz paradigmalar\u0131n\u0131 ele alan ve kurumsal yapay zeka da\u011f\u0131t\u0131mlar\u0131n\u0131n t\u00fcm ya\u015fam d\u00f6ng\u00fcs\u00fcn\u00fc ve mimarisini kapsayan g\u00fc\u00e7l\u00fc g\u00fcvenlik duru\u015flar\u0131na olan acil ihtiyac\u0131n alt\u0131n\u0131 \u00e7iziyor.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Onemli_Saldiri_Vektorleri_ve_Teknikleri\"><\/span>\u00d6nemli Sald\u0131r\u0131 Vekt\u00f6rleri ve Teknikleri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Microsoft Tehdit \u0130stihbarat\u0131 taraf\u0131ndan y\u00fcr\u00fct\u00fclen ara\u015ft\u0131rmalar, yapay zeka ortamlar\u0131na y\u00f6nelik bu hedefli s\u0131zmalar s\u0131ras\u0131nda g\u00f6zlemlenen \u00e7e\u015fitli belirgin a\u015famalara ve tekniklere \u0131\u015f\u0131k tutuyor:<\/p>\n<ul>\n<li><strong>LiteLLM A\u011f Ge\u00e7idi \u0130stismar\u0131:<\/strong> Sald\u0131rganlar, model isteklerini y\u00f6netmek i\u00e7in kullan\u0131lan korumas\u0131z proxy ve y\u00f6nlendirme katmanlar\u0131n\u0131 hedef alarak yetkisiz giri\u015f elde etmek amac\u0131yla a\u00e7\u0131klar\u0131 veya yanl\u0131\u015f yap\u0131land\u0131rmalar\u0131 istismar eder.<\/li>\n<li><strong>Kimlik Bilgisi H\u0131rs\u0131zl\u0131\u011f\u0131:<\/strong> \u00c7evre korumas\u0131n\u0131 a\u015fan k\u00f6t\u00fc niyetli akt\u00f6rler, yanal hareketlili\u011fi kolayla\u015ft\u0131rmak i\u00e7in saklanan API anahtarlar\u0131n\u0131, kimlik do\u011frulama token&#8217;lar\u0131n\u0131 ve y\u00f6netici kimlik bilgilerini sistematik olarak arar.<\/li>\n<li><strong>Kal\u0131c\u0131l\u0131k Mekanizmalar\u0131:<\/strong> Sald\u0131rganlar, g\u00fcvenlik ekiplerinin ilk d\u00fczeltme giri\u015fimlerinden sonra bile s\u00fcrekli eri\u015fim sa\u011flamak i\u00e7in ele ge\u00e7irilen yapay zeka altyap\u0131s\u0131 i\u00e7inde kal\u0131c\u0131 dayanak noktalar\u0131 olu\u015fturur.<\/li>\n<li><strong>Kripto Madencili\u011fi Operasyonlar\u0131:<\/strong> Yapay zeka i\u015f y\u00fcklerine ayr\u0131lan devasa GPU ve CPU kaynaklar\u0131ndan yararlanan tehdit akt\u00f6rleri, \u00e7al\u0131nan hesaplama g\u00fcc\u00fcnden kazan\u00e7 sa\u011flamak amac\u0131yla izinsiz kripto para madencileri konu\u015fland\u0131r\u0131r.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Kontrol_Noktalari_Icin_Azaltma_Stratejileri\"><\/span>Kontrol Noktalar\u0131 \u0130\u00e7in Azaltma Stratejileri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Modern yapay zeka altyap\u0131s\u0131n\u0131 g\u00fcvence alt\u0131na almak; a\u011f ge\u00e7itlerini g\u00fc\u00e7lendirmeye ve maruz kalma riskini s\u0131n\u0131rlamaya odaklanan \u00e7ok katmanl\u0131 bir savunma stratejisi gerektirir. Makine \u00f6\u011frenimi i\u015f y\u00fcklerini \u00e7al\u0131\u015ft\u0131ran kurulu\u015flar; s\u0131k\u0131 bir a\u011f segmentasyonu uygulamal\u0131, y\u00f6netim aray\u00fczlerinin ve API a\u011f ge\u00e7itlerinin uygun kimlik do\u011frulama ve s\u0131f\u0131r g\u00fcven (zero-trust) do\u011frulamas\u0131 olmadan do\u011frudan internete a\u00e7\u0131k olmamas\u0131n\u0131 sa\u011flamal\u0131d\u0131r.<\/p>\n<p>Ayr\u0131ca API trafi\u011fi anomalilerinin s\u00fcrekli izlenmesi, proxy yap\u0131land\u0131rmalar\u0131n\u0131n d\u00fczenli olarak denetlenmesi ve s\u0131k\u0131 kimlik bilgisi y\u00f6netimi, geli\u015fen bu tehditleri azaltmada kritik ad\u0131mlard\u0131r. Tehdit akt\u00f6rleri yapay zekaya \u00f6zel ara\u00e7lara kar\u015f\u0131 metodolojilerini geli\u015ftirmeye devam ederken, kontrol d\u00fczlemini g\u00fcvence alt\u0131na almak kurumsal g\u00fcvenlik ekipleri i\u00e7in en y\u00fcksek \u00f6ncelik olmaya devam etmektedir.<\/p>\n<p><em>Kaynak: <a href=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/2026\/08\/26\/when-ai-infrastructure-becomes-target-securing-gateways-control-points\/\" target=\"_blank\" rel=\"noopener noreferrer\">Orijinal Makale<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Tehdit \u0130stihbarat\u0131, LiteLLM a\u011f ge\u00e7idi istismar\u0131, kimlik bilgisi h\u0131rs\u0131zl\u0131\u011f\u0131 ve kripto madencili\u011fi dahil yapay zeka sald\u0131r\u0131lar\u0131n\u0131 a\u00e7\u0131klad\u0131.<\/p>\n","protected":false},"author":1,"featured_media":1190,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowrrDMDA:productID":"","tayfnews_source_url":"","footnotes":"","rank_math_focus_keyword":"Yapay Zeka Altyap\u0131s\u0131, LiteLLM a\u011f ge\u00e7idi, Microsoft Tehdit \u0130stihbarat\u0131, G\u00fcvenlik, Kripto madencili\u011fi, Teknoloji","rank_math_title":"Yapay Zeka Altyap\u0131s\u0131n\u0131 A\u011f Ge\u00e7idi Tehditlerine Kar\u015f\u0131 Korumak","rank_math_description":"Microsoft Tehdit \u0130stihbarat\u0131, LiteLLM a\u011f ge\u00e7idi istismar\u0131, kimlik bilgisi h\u0131rs\u0131zl\u0131\u011f\u0131 ve kripto madencili\u011fi dahil yapay zeka sald\u0131r\u0131lar\u0131n\u0131 a\u00e7\u0131klad\u0131."},"categories":[2],"tags":[],"class_list":["post-1191","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1191","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/comments?post=1191"}],"version-history":[{"count":1,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1191\/revisions"}],"predecessor-version":[{"id":1192,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/posts\/1191\/revisions\/1192"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media\/1190"}],"wp:attachment":[{"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/media?parent=1191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/categories?post=1191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tayfnews.tech\/tr\/wp-json\/wp\/v2\/tags?post=1191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}