{"id":18181,"date":"2024-05-28T23:52:32","date_gmt":"2024-05-28T23:52:32","guid":{"rendered":"https:\/\/www.lifescienceart.com\/?p=18181"},"modified":"2024-05-28T23:52:32","modified_gmt":"2024-05-28T23:52:32","slug":"credit-card-shopping-habits-identity-theft","status":"publish","type":"post","link":"https:\/\/www.lifescienceart.com\/tr\/science\/data-science\/credit-card-shopping-habits-identity-theft\/","title":{"rendered":"Al\u0131\u015fveri\u015f Al\u0131\u015fkanl\u0131klar\u0131n\u0131z Kimli\u011finizi H\u0131rs\u0131zlara A\u00e7\u0131\u011fa \u00c7\u0131karabilir mi?"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Al\u0131\u015fveri\u015f Al\u0131\u015fkanl\u0131klar\u0131n\u0131z Kimli\u011finizi H\u0131rs\u0131zlara A\u00e7\u0131\u011fa \u00c7\u0131karabilir<\/h2>\n\n<h2 class=\"wp-block-heading\">Beden Diliniz ve Al\u0131\u015fkanl\u0131klar\u0131n\u0131z Sizi Ele Verebilir<\/h2>\n\n<p>G\u00fcvenli\u011finiz konusunda dikkatli oldu\u011funuzu d\u00fc\u015f\u00fcnebilirsiniz, ancak bedeniniz ve al\u0131\u015fkanl\u0131klar\u0131n\u0131z sizi fark\u0131nda olmadan ele verebilir. Geli\u015fmi\u015f ki\u015filer kimli\u011finizi sadece v\u00fccuda tak\u0131lan kameralarla yakalanan benzersiz hareketleri analiz ederek de\u011fil, ayn\u0131 zamanda kredi kart\u0131 kullan\u0131m kal\u0131plar\u0131n\u0131z\u0131 inceleyerek de belirleyebilirler. Ad\u0131n\u0131za, adresinize veya hesap numaralar\u0131n\u0131za bile ihtiya\u00e7lar\u0131 yok; yaln\u0131zca al\u0131\u015fveri\u015f davran\u0131\u015f\u0131n\u0131za dayanarak kim oldu\u011funuzu anlayabilirler.<\/p>\n\n<h2 class=\"wp-block-heading\">MIT \u00c7al\u0131\u015fmas\u0131 Kredi Kart\u0131 Verilerinin G\u00fcc\u00fcn\u00fc Ortaya \u00c7\u0131kard\u0131<\/h2>\n\n<p>MIT&#8217;deki ara\u015ft\u0131rmac\u0131lar, ki\u015filerin kredi kart\u0131 verileri kullan\u0131larak ne kadar kolay tan\u0131mlanabildi\u011fini g\u00f6sterdiler. Science dergisinde yay\u0131nlanan \u00e7al\u0131\u015fmalar\u0131, a\u00e7\u0131klanmayan bir \u00fclkedeki 1,1 milyon kredi kart\u0131 kullan\u0131c\u0131s\u0131na ait \u00fc\u00e7 ayl\u0131k verileri analiz etti.<\/p>\n\n<p>Scientific American&#8217;dan Larry Greenemeier&#8217;e g\u00f6re, ara\u015ft\u0131rmac\u0131lar yaln\u0131zca kredi kart\u0131 ve i\u015flem bilgilerini kullanarak ki\u015fileri tan\u0131mlamada %90 ba\u015far\u0131 oran\u0131 elde ettiler. Dikkat \u00e7ekici bir \u015fekilde, i\u015flemlerin tam fiyatlar\u0131n\u0131 dahil ettiklerinde, anonim kay\u0131tlar\u0131 yeniden tan\u0131mlama yetenekleri %22 artt\u0131. Ara\u015ft\u0131rmac\u0131lar, genel konumlar\u0131 veya al\u0131\u015fveri\u015f yapt\u0131klar\u0131 zaman dilimi gibi s\u0131n\u0131rl\u0131 bilgilerle bile ki\u015fileri belirleyebildiklerini ke\u015ffettiler.<\/p>\n\n<h2 class=\"wp-block-heading\">Kad\u0131nlar ve Y\u00fcksek Gelirliler Daha Fazla Risk Alt\u0131nda<\/h2>\n\n<p>\u00c7al\u0131\u015fma, belirli ki\u015fi gruplar\u0131n\u0131n al\u0131\u015fveri\u015f kal\u0131plar\u0131 yoluyla tan\u0131mlanmaya kar\u015f\u0131 \u00f6zellikle savunmas\u0131z oldu\u011funu ortaya \u00e7\u0131kard\u0131. Kad\u0131nlar\u0131n ve daha y\u00fcksek gelire sahip olanlar\u0131n daha kolay tan\u0131mland\u0131\u011f\u0131 bulundu.<\/p>\n\n<h2 class=\"wp-block-heading\">Kamu Bilinci ve Endi\u015feleri<\/h2>\n\n<p>Boston merkezli bir dan\u0131\u015fmanl\u0131k \u015firketi taraf\u0131ndan y\u00fcr\u00fct\u00fclen bir anket, halk\u0131n genellikle kredi kart\u0131 verilerinin hassasiyetinin fark\u0131nda oldu\u011funu g\u00f6steriyor. Amerikal\u0131lar\u0131n b\u00fcy\u00fck bir \u00e7o\u011funlu\u011fu (%87) bu t\u00fcr verileri orta veya a\u015f\u0131r\u0131 derecede \u00f6zel olarak g\u00f6r\u00fcyor. Ancak, yaln\u0131zca %68&#8217;i sa\u011fl\u0131k ve genetik verileri hakk\u0131nda benzer endi\u015feler ifade ediyor.<\/p>\n\n<h2 class=\"wp-block-heading\">Veri Anonimle\u015ftirmenin Tehlikeleri<\/h2>\n\n<p>Science makalesindeki ara\u015ft\u0131rmac\u0131lar, veriler &#8220;anonimle\u015ftirilmi\u015f&#8221; olsa bile tamamen g\u00fcvende olmayabilece\u011fini vurguluyor. Bu, Sa\u011fl\u0131k Sigortas\u0131 Ta\u015f\u0131nabilirli\u011fi ve Sorumluluk Yasas\u0131 (HIPAA) gibi anonimle\u015ftirme yasalar\u0131m\u0131z\u0131n etkinli\u011fi konusunda endi\u015felere yol a\u00e7\u0131yor.<\/p>\n\n<h2 class=\"wp-block-heading\">Gizlilik \u0130\u00e7in Etkileri<\/h2>\n\n<p>MIT \u00e7al\u0131\u015fmas\u0131, gizlilik kavram\u0131n\u0131n dijital \u00e7a\u011fda h\u0131zla a\u015f\u0131nd\u0131\u011f\u0131n\u0131 g\u00f6steren i\u00e7 karart\u0131c\u0131 bir hat\u0131rlat\u0131c\u0131 g\u00f6revi g\u00f6r\u00fcyor. Ki\u015fisel bilgilerimizi korumak i\u00e7in ad\u0131mlar atsak bile, eylemlerimiz fark\u0131nda olmadan kimli\u011fimizi ortaya \u00e7\u0131karabilir.<\/p>\n\n<h2 class=\"wp-block-heading\">Al\u0131\u015fveri\u015f Kal\u0131plar\u0131n\u0131n Tahmin Edilebilirli\u011fini Anlamak<\/h2>\n\n<p>Ara\u015ft\u0131rmac\u0131lar, finansal verilerin kredi notu verme, doland\u0131r\u0131c\u0131l\u0131k tespiti ve al\u0131\u015fveri\u015f kal\u0131plar\u0131n\u0131n \u00f6ng\u00f6r\u00fclebilirli\u011fini anlama gibi \u00e7e\u015fitli ama\u00e7larla yayg\u0131n olarak kullan\u0131ld\u0131\u011f\u0131n\u0131 belirtiyorlar. Bu, bireylerin finansal bilgilerini payla\u015fmakla ili\u015fkili potansiyel risklerin fark\u0131nda olmalar\u0131 gerekti\u011fini vurgulamaktad\u0131r.<\/p>\n\n<h2 class=\"wp-block-heading\">Gizlili\u011fin Sonu mu?<\/h2>\n\n<p>Science makalesi, &#8220;Gizlili\u011fin sonu&#8221; \u00fczerine daha geni\u015f bir tart\u0131\u015fman\u0131n par\u00e7as\u0131d\u0131r. Veri toplama ve analiz teknolojilerinin yayg\u0131nla\u015fmas\u0131n\u0131n, modern d\u00fcnyada gizlili\u011fimizi korumay\u0131 giderek zorla\u015ft\u0131rd\u0131\u011f\u0131n\u0131 savunuyor.<\/p>\n\n<h2 class=\"wp-block-heading\">Kimli\u011finizi Koruma<\/h2>\n\n<p>Gizlili\u011finize y\u00f6nelik t\u00fcm riskleri ortadan kald\u0131rmak imkans\u0131z olsa da, kimli\u011finizi korumak i\u00e7in atabilece\u011finiz ad\u0131mlar vard\u0131r:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Kredi kart\u0131 bilgilerinizi \u00e7evrimi\u00e7i veya telefonla payla\u015f\u0131rken dikkatli olun.<\/li>\n<li>Finansal hesaplar\u0131n\u0131z i\u00e7in g\u00fc\u00e7l\u00fc parolalar kullan\u0131n ve iki fakt\u00f6rl\u00fc kimlik do\u011frulamay\u0131 etkinle\u015ftirin.<\/li>\n<li>Yetkisiz i\u015flemlere kar\u015f\u0131 kredi raporlar\u0131n\u0131z\u0131 d\u00fczenli olarak kontrol edin.<\/li>\n<li>Sanal \u00f6zel a\u011flar (VPN&#8217;ler) ve \u015fifreli mesajla\u015fma uygulamalar\u0131 gibi gizlili\u011fi art\u0131ran teknolojileri kullanmay\u0131 d\u00fc\u015f\u00fcn\u00fcn.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Al\u0131\u015fveri\u015f Al\u0131\u015fkanl\u0131klar\u0131n\u0131z Kimli\u011finizi H\u0131rs\u0131zlara A\u00e7\u0131\u011fa \u00c7\u0131karabilir Beden Diliniz ve Al\u0131\u015fkanl\u0131klar\u0131n\u0131z Sizi Ele Verebilir G\u00fcvenli\u011finiz konusunda dikkatli oldu\u011funuzu d\u00fc\u015f\u00fcnebilirsiniz, ancak bedeniniz ve al\u0131\u015fkanl\u0131klar\u0131n\u0131z sizi fark\u0131nda olmadan ele verebilir. Geli\u015fmi\u015f ki\u015filer kimli\u011finizi&hellip;<\/p>\n","protected":false},"author":1,"featured_media":23549,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3462],"tags":[23775,23777,23776,385,21458],"class_list":["post-18181","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","tag-identity-theft","tag-personal-information","tag-shopping-habits","tag-data-analysis","tag-data-privacy"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/comments?post=18181"}],"version-history":[{"count":1,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18181\/revisions"}],"predecessor-version":[{"id":18182,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/posts\/18181\/revisions\/18182"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/media\/23549"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/media?parent=18181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/categories?post=18181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/tr\/wp-json\/wp\/v2\/tags?post=18181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}