{"id":41016,"date":"2023-11-16T17:48:18","date_gmt":"2023-11-16T14:48:18","guid":{"rendered":"https:\/\/www.turkishpost.net\/ar\/?p=41016"},"modified":"2023-11-16T17:48:18","modified_gmt":"2023-11-16T14:48:18","slug":"chatgpt-kullananlar-dikkat-uretken-yapay-zekalarin-barindirdigi-5-buyuk-risk","status":"publish","type":"post","link":"https:\/\/www.turkishpost.net\/ar\/chatgpt-kullananlar-dikkat-uretken-yapay-zekalarin-barindirdigi-5-buyuk-risk\/","title":{"rendered":"ChatGPT kullananlar dikkat: \u00dcretken yapay zekalar\u0131n bar\u0131nd\u0131rd\u0131\u011f\u0131 5 b\u00fcy\u00fck risk"},"content":{"rendered":"<p><strong>(The Turkish Post) &#8211;<\/strong>\u00a0Kurulu\u015flar\u0131n b\u00fcy\u00fck dil modellerinin (LLM) potansiyelinden yararlanabilmeleri i\u00e7in, teknolojinin yap\u0131lan i\u015fe zarar verebilecek gizli risklerini de hesaplamalar\u0131 gerekiyor.<\/p>\n<p><strong>B\u00dcY\u00dcK D\u0130L MODELLER\u0130 NASIL \u00c7ALI\u015eIYOR?<\/strong><\/p>\n<p><strong>ChatGPT<\/strong> ve di\u011fer \u00fcretken yapay zeka ara\u00e7lar\u0131, <strong>LLM<\/strong>\u2019ler taraf\u0131ndan desteklenmektedir. Muazzam miktarda metin verisini i\u015flemek i\u00e7in yapay sinir a\u011flar\u0131n\u0131 kullanarak \u00e7al\u0131\u015f\u0131rlar. Kelimeler aras\u0131ndaki kal\u0131plar\u0131 ve bunlar\u0131n i\u00e7eri\u011fe g\u00f6re nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 \u00f6\u011frendikten sonra model, kullan\u0131c\u0131larla do\u011fal dilde etkile\u015fime girebiliyor. <strong>ChatGPT<\/strong>&#8216;nin g\u00f6ze \u00e7arpan ba\u015far\u0131s\u0131n\u0131n ana nedenlerinden biri \u015faka yapma, \u015fiir yazma ve genel olarak ger\u00e7ek bir insandan ay\u0131rt edilmesi zor bir \u015fekilde ileti\u015fim kurma yetene\u011fidir. ChatGPT gibi sohbet robotlar\u0131nda kullan\u0131lan LLM destekli \u00fcretken yapay zeka modelleri, s\u00fcper g\u00fc\u00e7l\u00fc arama motorlar\u0131 gibi \u00e7al\u0131\u015f\u0131yor ve sorular\u0131 yan\u0131tlamak ve g\u00f6revleri insan benzeri bir dille yerine getirmek i\u00e7in \u00f6\u011frendikleri verileri kullan\u0131yor. \u0130ster kamuya a\u00e7\u0131k modeller ister bir kurulu\u015f i\u00e7inde dahili olarak kullan\u0131lan tescilli modeller olsun, LLM tabanl\u0131 \u00fcretken yapay zeka, \u015firketleri belirli g\u00fcvenlik ve gizlilik risklerine maruz b\u0131rakabilir.<\/p>\n<p><strong>BE\u015e \u00d6NEMLI B\u00dcY\u00dcK D\u0130L MODEL\u0130 R\u0130SK\u0130<\/strong><\/p>\n<p><strong>Hassas verilerin fazla payla\u015f\u0131m\u0131\u00a0<\/strong><\/p>\n<p>LLM tabanl\u0131 sohbet robotlar\u0131 s\u0131r saklama ya da unutma konusunda pek iyi de\u011fil. Bu, yazd\u0131\u011f\u0131n\u0131z herhangi bir verinin model taraf\u0131ndan benimsenebilece\u011fi ve ba\u015fkalar\u0131n\u0131n kullan\u0131m\u0131na sunulabilece\u011fi veya en az\u0131ndan gelecekteki LLM modellerini e\u011fitmek i\u00e7in kullan\u0131labilece\u011fi anlam\u0131na gelir.<\/p>\n<p><strong>Telif hakk\u0131 zorluklar\u0131 <\/strong><\/p>\n<p>LLM\u2019lere b\u00fcy\u00fck miktarda veri \u00f6\u011fretilir. Ancak bu bilgiler genellikle i\u00e7erik sahibinin a\u00e7\u0131k izni olmadan web&#8217;den al\u0131n\u0131r. Kullanmaya devam etti\u011finizde potansiyel telif hakk\u0131 sorunlar\u0131 olu\u015fabilir.<\/p>\n<p><strong>G\u00fcvensiz kod<\/strong><\/p>\n<p>Geli\u015ftiriciler, pazara \u00e7\u0131k\u0131\u015f s\u00fcrelerini h\u0131zland\u0131rmalar\u0131na yard\u0131mc\u0131 olmas\u0131 amac\u0131yla giderek daha fazla ChatGPT ve benzeri ara\u00e7lara y\u00f6neliyor. Teorik olarak kod par\u00e7ac\u0131klar\u0131 ve hatta t\u00fcm yaz\u0131l\u0131m programlar\u0131n\u0131 h\u0131zl\u0131 ve verimli bir \u015fekilde olu\u015fturarak bu yard\u0131m\u0131 sa\u011flayabilir. Ancak g\u00fcvenlik uzmanlar\u0131 bunun ayn\u0131 zamanda g\u00fcvenlik a\u00e7\u0131klar\u0131 da olu\u015fturabilece\u011fi konusunda uyar\u0131yor.<\/p>\n<p><strong>LLM\u2019nin kendisini hackleme\u00a0<\/strong><\/p>\n<p>LLM&#8217;lere yetkisiz eri\u015fim ve bunlar \u00fczerinde de\u011fi\u015fiklik yapmak, bilgisayar korsanlar\u0131na, modelin h\u0131zl\u0131 enjeksiyon sald\u0131r\u0131lar\u0131 yoluyla hassas bilgileri if\u015fa etmesini sa\u011flamak veya engellenmesi gereken di\u011fer eylemleri ger\u00e7ekle\u015ftirmek gibi k\u00f6t\u00fc niyetli faaliyetler ger\u00e7ekle\u015ftirmeleri i\u00e7in bir dizi se\u00e7enek sunabilir.<\/p>\n<p><strong>Yapay zeka sa\u011flay\u0131c\u0131s\u0131nda veri ihlali \u00a0<\/strong><\/p>\n<p>Yapay zeka modelleri geli\u015ftiren bir \u015firketin kendi verilerinin de ihlal edilmesi, \u00f6rne\u011fin bilgisayar korsanlar\u0131n\u0131n hassas \u00f6zel bilgiler i\u00e7erebilecek e\u011fitim verilerini \u00e7almas\u0131 ihtimali her zaman vard\u0131r. Ayn\u0131 durum veri s\u0131z\u0131nt\u0131lar\u0131 i\u00e7in de ge\u00e7erlidir.<\/p>\n<p><strong>Riskleri azaltmak i\u00e7in yap\u0131lmas\u0131 gerekenler:<\/strong><\/p>\n<ul>\n<li><strong>Veri \u015fifreleme ve anonimle\u015ftirme:<\/strong> Verileri merakl\u0131 g\u00f6zlerden saklamak i\u00e7in LLM&#8217;lerle payla\u015fmadan \u00f6nce \u015fifreleyin ve veri k\u00fcmelerinde kimli\u011fi belirlenebilecek ki\u015filerin gizlili\u011fini korumak i\u00e7in anonimle\u015ftirme tekniklerini de\u011ferlendirin. Veri temizleme, modele girmeden \u00f6nce e\u011fitim verilerinden hassas ayr\u0131nt\u0131lar\u0131 \u00e7\u0131kararak ayn\u0131 amaca ula\u015fabilir.<\/li>\n<li><strong>Geli\u015fmi\u015f eri\u015fim kontrolleri:<\/strong> G\u00fc\u00e7l\u00fc parolalar, \u00e7ok fakt\u00f6rl\u00fc kimlik do\u011frulama (MFA) ve minimum ayr\u0131cal\u0131k politikalar\u0131, \u00fcretken yapay zeka modeline ve arka u\u00e7 sistemlere yaln\u0131zca yetkili ki\u015filerin eri\u015febilmesini sa\u011flamaya yard\u0131mc\u0131 olacakt\u0131r.<\/li>\n<li><strong>D\u00fczenli g\u00fcvenlik denetimi:<\/strong> Bu, LLM&#8217;yi ve \u00fczerine in\u015fa edildi\u011fi \u00fcretken yapay zeka modellerini etkileyebilecek, BT sistemlerinizdeki g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n ortaya \u00e7\u0131kar\u0131lmas\u0131na yard\u0131mc\u0131 olabilir.<\/li>\n<li><strong>Olay m\u00fcdahale planlar\u0131n\u0131 uygulay\u0131n:<\/strong> \u0130yi prova edilmi\u015f ve sa\u011flam bir olay m\u00fcdahale plan\u0131, kurulu\u015funuzun herhangi bir ihlali kontrol alt\u0131na almak, d\u00fczeltmek ve bu ihlalden kurtulmak i\u00e7in h\u0131zl\u0131 bir \u015fekilde yan\u0131t vermesine yard\u0131mc\u0131 olacakt\u0131r.<\/li>\n<li><strong>LLM sa\u011flay\u0131c\u0131lar\u0131n t\u00fcm detaylar\u0131n\u0131 inceleyin:<\/strong> T\u00fcm tedarik\u00e7ilerde oldu\u011fu gibi, LLM\u2019yi sa\u011flayan firman\u0131n veri g\u00fcvenli\u011fi ve gizlili\u011fi alan\u0131nda sekt\u00f6r\u00fcn en iyi uygulamalar\u0131n\u0131 kulland\u0131\u011f\u0131n\u0131 kontrol edin. Kullan\u0131c\u0131 verilerinin nerede i\u015flenip depoland\u0131\u011f\u0131 ve modeli e\u011fitmek i\u00e7in kullan\u0131l\u0131p kullan\u0131lmad\u0131\u011f\u0131 konusunda net a\u00e7\u0131klamalar oldu\u011fundan emin olun. Veriler ne kadar s\u00fcreli\u011fine tutuluyor? Veriler \u00fc\u00e7\u00fcnc\u00fc taraflarla payla\u015f\u0131l\u0131yor mu? Verilerinizin e\u011fitim ama\u00e7l\u0131 kullan\u0131m tercihi de\u011fi\u015ftirebiliyor mu?<\/li>\n<li><strong>Geli\u015ftiricilerin s\u0131k\u0131 g\u00fcvenlik \u00f6nlemleri uygulad\u0131\u011f\u0131ndan emin olun:<\/strong> Geli\u015ftiricileriniz kod olu\u015fturmak i\u00e7in LLM\u2019leri kullan\u0131yorsa hatalar\u0131n \u00fcretime s\u0131zma riskini azaltmak i\u00e7in g\u00fcvenlik testi ve meslekta\u015f incelemesi gibi politikalara uyduklar\u0131ndan emin olun.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>(The Turkish Post) &#8211;\u00a0Kurulu\u015flar\u0131n b\u00fcy\u00fck dil modellerinin (LLM) potansiyelinden yararlanabilmeleri i\u00e7in, teknolojinin yap\u0131lan i\u015fe zarar verebilecek gizli risklerini de hesaplamalar\u0131 gerekiyor. B\u00dcY\u00dcK D\u0130L MODELLER\u0130 NASIL \u00c7ALI\u015eIYOR? ChatGPT ve di\u011fer \u00fcretken yapay zeka ara\u00e7lar\u0131, LLM\u2019ler taraf\u0131ndan desteklenmektedir. Muazzam miktarda metin verisini i\u015flemek i\u00e7in yapay sinir a\u011flar\u0131n\u0131 kullanarak \u00e7al\u0131\u015f\u0131rlar. Kelimeler aras\u0131ndaki kal\u0131plar\u0131 ve bunlar\u0131n i\u00e7eri\u011fe g\u00f6re nas\u0131l [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":41096,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"jnews-multi-image_gallery":[],"jnews_single_post":{"source_name":"Cumhuriyet","source_url":"https:\/\/www.cumhuriyet.com.tr\/bilim-teknoloji\/chatgpt-kullananlar-dikkat-uretken-yapay-zekalarin-barindirdigi-5-2141749","via_name":"","via_url":"","override_template":"0","override":[{"template":"1","single_blog_custom":"","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"default-sidebar","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"topbottom","share_float_style":"share-monocrhome","show_share_counter":"0","show_view_counter":"0","show_featured":"1","show_post_meta":"1","show_post_author":"0","show_post_author_image":"1","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"0","show_post_reading_time":"1","post_reading_time_wpm":"300","show_zoom_button":"1","zoom_button_out_step":"4","zoom_button_in_step":"4","show_post_tag":"1","show_prev_next_post":"0","show_popup_post":"1","number_popup_post":"2","show_author_box":"1","show_post_related":"1","show_inline_post_related":"0"}],"override_image_size":"0","image_override":[{"single_post_thumbnail_size":"crop-715","single_post_gallery_size":"crop-500"}],"trending_post":"0","trending_post_position":"meta","trending_post_label":"Trending","sponsored_post":"0","sponsored_post_label":"Sponsored by","sponsored_post_name":"","sponsored_post_url":"","sponsored_post_logo_enable":"0","sponsored_post_logo":"","sponsored_post_desc":"","disable_ad":"0"},"jnews_primary_category":{"id":"2285","hide":""},"jnews_override_bookmark_settings":{"override_bookmark_button":"0","override_show_bookmark_button":"0"},"jnews_social_meta":{"fb_title":"","fb_description":"","fb_image":"","twitter_title":"","twitter_description":"","twitter_image":""},"jnews_override_counter":{"override_view_counter":"0","view_counter_number":"0","override_share_counter":"0","share_counter_number":"0","override_like_counter":"0","like_counter_number":"0","override_dislike_counter":"0","dislike_counter_number":"0"},"footnotes":""},"categories":[2285,1],"tags":[2382,1422],"class_list":["post-41016","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","category-son-haberler","tag-chatgpt","tag-slider-manset"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/posts\/41016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/comments?post=41016"}],"version-history":[{"count":0,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/posts\/41016\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/media\/41096"}],"wp:attachment":[{"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/media?parent=41016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/categories?post=41016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.turkishpost.net\/ar\/wp-json\/wp\/v2\/tags?post=41016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}