{"id":96531,"date":"2025-10-22T07:18:01","date_gmt":"2025-10-22T04:18:01","guid":{"rendered":"https:\/\/kibrisdakik.com\/index.php\/2025\/10\/22\/yapay-zekada-yeni-tehlike-zehirli-yapay-zeka\/"},"modified":"2025-10-22T07:18:01","modified_gmt":"2025-10-22T04:18:01","slug":"yapay-zekada-yeni-tehlike-zehirli-yapay-zeka","status":"publish","type":"post","link":"https:\/\/kibrisdakik.com\/?p=96531","title":{"rendered":"Yapay zekada yeni tehlike: Zehirli yapay zeka"},"content":{"rendered":"<p><\/p>\n<div class=\"news-content\">\n<p>\n\tYapay zeka zehirleme, bir modele bilerek yanl\u0131\u015f bilgi \u00f6\u011fretilmesi anlam\u0131na geliyor. Ama\u00e7, modelin davran\u0131\u015f\u0131n\u0131 bozmak, hatal\u0131 sonu\u00e7lar \u00fcretmesini sa\u011flamak veya gizli k\u00f6t\u00fc niyetli komutlar yerle\u015ftirmek.<\/p>\n<p>\n\t\u00d6rne\u011fin, bir sald\u0131rgan e\u011fitim verisine fark edilmeyecek \u015fekilde \u00f6zel bir tetikleyici kelime ekliyor. Model, bu kelimeyle kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda otomatik olarak sald\u0131rgan\u0131n istedi\u011fi y\u00f6nde cevap veriyor. Bu y\u00f6ntem \u201carka kap\u0131\u201d (backdoor) sald\u0131r\u0131s\u0131 olarak biliniyor.<\/p>\n<h2>\n\tMisinformasyondan siber tehdide<\/h2>\n<p>\n\tBaz\u0131 sald\u0131r\u0131lar modelin genel performans\u0131n\u0131 d\u00fc\u015f\u00fcrmeyi hedefliyor. Buna \u201ckonu y\u00f6nlendirme\u201d (topic steering) deniyor. Sald\u0131rganlar, \u00f6rne\u011fin \u201cmarul kanseri iyile\u015ftirir\u201d gibi yanl\u0131\u015f bilgileri binlerce sahte siteye yayarak modelin bu bilgiyi do\u011fruymu\u015f gibi \u00f6\u011frenmesini sa\u011flayabiliyor.<\/p>\n<p>\n\tAra\u015ft\u0131rmalar, bu t\u00fcr veri zehirlemenin ger\u00e7ek d\u00fcnyada uygulanabilir oldu\u011funu ve ciddi sonu\u00e7lara yol a\u00e7abilece\u011fini g\u00f6steriyor. Ocak ay\u0131nda yap\u0131lan bir deneyde, yaln\u0131zca e\u011fitim verisinin y\u00fczde 0.001\u2019inin yanl\u0131\u015f bilgiyle de\u011fi\u015ftirilmesi, modelin t\u0131bbi konularda hatal\u0131 yan\u0131tlar verme olas\u0131l\u0131\u011f\u0131n\u0131 art\u0131rd\u0131.<\/p>\n<h2>\n\tSanat\u00e7\u0131lardan ters hamle<\/h2>\n<p>\n\tBaz\u0131 sanat\u00e7\u0131lar ise yapay zeka modellerinin izinsiz i\u00e7erik toplamas\u0131na kar\u015f\u0131 kendi eserlerine \u201czehir\u201d yerle\u015ftiriyor. B\u00f6ylece bu i\u00e7erikleri kullanan modeller bozuk veya i\u015fe yaramaz sonu\u00e7lar \u00fcretiyor.<\/p>\n<p>\n\tUzmanlara g\u00f6re bu durum, yapay zeka teknolojisinin d\u0131\u015far\u0131dan g\u00f6r\u00fcnd\u00fc\u011f\u00fc kadar sa\u011flam olmad\u0131\u011f\u0131n\u0131 kan\u0131tl\u0131yor. \u201cZehirli\u201d modeller, gelecekte hem yanl\u0131\u015f bilgi yay\u0131l\u0131m\u0131 hem de siber g\u00fcvenlik a\u00e7\u0131klar\u0131 a\u00e7\u0131s\u0131ndan en ciddi tehditlerden biri haline gelebilir.<\/p>\n<div class=\"news-tags\">\n<div class=\"title\">ET\u0130KETLER<\/div>\n<div class=\"tags\">\n                                                                            E\u011fitim<br \/>\n                                                                            Siber G\u00fcvenlik<br \/>\n                                                                            Veri \u0130hlali<br \/>\n                                                                            Yapay Zeka\n                                                                    <\/div>\n<\/p><\/div>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zeka zehirleme, bir modele bilerek yanl\u0131\u015f bilgi \u00f6\u011fretilmesi anlam\u0131na geliyor. Ama\u00e7, modelin davran\u0131\u015f\u0131n\u0131 bozmak, hatal\u0131 sonu\u00e7lar \u00fcretmesini sa\u011flamak veya gizli k\u00f6t\u00fc niyetli komutlar yerle\u015ftirmek. \u00d6rne\u011fin, bir sald\u0131rgan e\u011fitim verisine fark edilmeyecek \u015fekilde \u00f6zel bir tetikleyici kelime ekliyor. Model, bu kelimeyle kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda otomatik olarak sald\u0131rgan\u0131n istedi\u011fi y\u00f6nde cevap veriyor. Bu y\u00f6ntem \u201carka kap\u0131\u201d (backdoor) sald\u0131r\u0131s\u0131<\/p>\n","protected":false},"author":1,"featured_media":96532,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[306],"tags":[],"class_list":["post-96531","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dunya"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay zekada yeni tehlike: Zehirli yapay zeka -<\/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:\/\/kibrisdakik.com\/?p=96531\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zekada yeni tehlike: Zehirli yapay zeka -\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka zehirleme, bir modele bilerek yanl\u0131\u015f bilgi \u00f6\u011fretilmesi anlam\u0131na geliyor. Ama\u00e7, modelin davran\u0131\u015f\u0131n\u0131 bozmak, hatal\u0131 sonu\u00e7lar \u00fcretmesini sa\u011flamak veya gizli k\u00f6t\u00fc niyetli komutlar yerle\u015ftirmek. \u00d6rne\u011fin, bir sald\u0131rgan e\u011fitim verisine fark edilmeyecek \u015fekilde \u00f6zel bir tetikleyici kelime ekliyor. Model, bu kelimeyle kar\u015f\u0131la\u015ft\u0131\u011f\u0131nda otomatik olarak sald\u0131rgan\u0131n istedi\u011fi y\u00f6nde cevap veriyor. 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