{"id":2451,"date":"2016-09-29T03:22:09","date_gmt":"2016-09-29T07:22:09","guid":{"rendered":"https:\/\/www.kaspersky.com.tr\/blog\/?p=2451"},"modified":"2019-11-15T14:57:08","modified_gmt":"2019-11-15T11:57:08","slug":"bad-facial-recognition","status":"publish","type":"post","link":"https:\/\/www.kaspersky.com.tr\/blog\/bad-facial-recognition\/2451\/","title":{"rendered":"Y\u00fcz tan\u0131ma sisteminin karanl\u0131k taraf\u0131"},"content":{"rendered":"<p>\u0130sminizi de\u011fi\u015ftirebilir ya da takma isim kullanabilirsiniz. Sosyal medya hesaplar\u0131n\u0131z\u0131 da silebilirsiniz. Ama y\u00fcz\u00fcn\u00fcz\u00fc kolayca de\u011fi\u015ftiremezsiniz. Y\u00fcz tan\u0131ma sistemi bir\u00e7ok sorunu <a href=\"https:\/\/www.kaspersky.com.tr\/blog\/good-facial-recognition\/2397\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u00e7\u00f6zmemize yard\u0131mc\u0131 oluyor<\/a> \u2013 ve ayn\u0131 zamanda yeni sorunlar yarat\u0131yor. Bu g\u00f6nderide y\u00fcz tan\u0131ma sisteminin global boyutta yol a\u00e7t\u0131\u011f\u0131 tehditleri tart\u0131\u015faca\u011f\u0131z.<\/p>\n<p><strong><br>\n1. Global\u00a0 boyutta gizlilik hakk\u0131n\u0131 kaybetmek <\/strong><br>\nFBI resmi olarak Gelecek Nesil Eyaletler Aras\u0131 Tan\u0131mlama Foto\u011fraf Sistemi (NGI-IPS) geli\u015ftiriyor \u2013 bu veritaban\u0131 su\u00e7lanm\u0131\u015f ve h\u00fck\u00fcm giymi\u015f sivillerin ve mahkumlar\u0131n foto\u011fraflar\u0131n\u0131 i\u00e7eriyor. G\u00fczel, de\u011fil mi?<\/p>\n<p>Asl\u0131nda pek de\u011fil! May\u0131s ay\u0131nda Amerikan Say\u0131\u015ftay\u0131 ilgili b\u00fcroyu <a href=\"http:\/\/www.gao.gov\/assets\/680\/677098.pdf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">denetledi<\/a> ve FBI\u2019\u0131n veritaban\u0131nda daha \u00f6nce hi\u00e7bir ara\u015ft\u0131rmada ad\u0131 ge\u00e7memi\u015f ki\u015filerin foto\u011fraflar\u0131 dahil, 412 milyon foto\u011fraf buldu. B\u00fcronun y\u00fcz tan\u0131mlama konusuyla ilgilenmesi i\u00e7in: Y\u00fcz Analizi, Kar\u015f\u0131la\u015ft\u0131rma ve De\u011fer Bi\u00e7me (<a href=\"https:\/\/www.fbi.gov\/services\/records-management\/foipa\/privacy-impact-assessments\/facial-analysis-comparison-and-evaluation-face-services-unit\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">FACE<\/a>) Servisi bulunuyor.<\/p>\n<p>Bu olay\u0131n ortaya \u00e7\u0131kmas\u0131yla beraber, FBI temsilcileri elde edilmi\u015f ehliyet, pasaport ve vize foto\u011fraflarlar\u0131 yan\u0131 s\u0131ra \u015f\u00fcphelilerin ve su\u00e7lular\u0131n foto\u011fraflar\u0131nda d\u00fczenlemeler yapt\u0131. Bu veritaban\u0131 ayn\u0131 zamanda yabanc\u0131 milletten insanlar\u0131n foto\u011fraflar\u0131n\u0131 da i\u00e7eriyor \u2013 100 milyon civar\u0131nda oldu\u011fu tahmin ediliyor.<\/p>\n<p>FBI aktif olarak ara\u015ft\u0131rmalar\u0131 s\u0131ras\u0131nda y\u00fcz tan\u0131ma sistemini kullan\u0131yor. Bu kullan\u0131m\u0131n yaratt\u0131\u011f\u0131 olumlu sonu\u00e7lar hakk\u0131nda ge\u00e7ti\u011fimiz g\u00fcnlerde bir yaz\u0131 <a href=\"https:\/\/www.kaspersky.com.tr\/blog\/good-facial-recognition\/2397\/\" target=\"_blank\" rel=\"noopener noreferrer\">payla\u015ft\u0131k<\/a>. Ama durum bundan \u00e7ok daha kar\u0131\u015f\u0131k. Y\u00fcz tan\u0131ma sistemi hen\u00fcz \u00e7ok yeni ve \u00e7ok hatal\u0131, FBI\u2019\u0131n sistemlerinde de farkl\u0131 bir durum yok: Irksal <a href=\"https:\/\/www.theguardian.com\/technology\/2016\/apr\/08\/facial-recognition-technology-racial-bias-police\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">\u00f6nyarg\u0131lar<\/a> var ve en iyi ihtimalle <a href=\"https:\/\/www.theguardian.com\/us-news\/2016\/jun\/15\/fbi-facial-recognition-software-photo-database-privacy\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">%80 \u2013 %85 ba\u015far\u0131 oran\u0131<\/a> var. Ayn\u0131 zamanda FBI kas\u0131tl\u0131 olarak y\u00fcz tan\u0131ma sisteminin gizlilik etki de\u011ferlendirmesine kar\u015f\u0131 olmas\u0131ndan dolay\u0131, ger\u00e7ek kullan\u0131m oran\u0131n\u0131 <a href=\"https:\/\/www.theguardian.com\/us-news\/2016\/jun\/15\/fbi-facial-recognition-software-photo-database-privacy\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">gizliyor<\/a>.<\/p>\n<p>https:\/\/twitter.com\/KasperskyTR\/status\/772713006585286657<\/p>\n<p>\u015eunu da belirtmekte fayda var: Rusya ve Moskova belediye meclisi kolluk kuvvetleri ilgili teknolojiyi denemek ve FaceN teknolojisi ile birle\u015ftirmeye haz\u0131rlan\u0131yor (Bu sistemin geli\u015ftiricileri ayn\u0131 zamanda FindFace\u2019e de kod haz\u0131rlam\u0131\u015ft\u0131 \u2013 <a href=\"https:\/\/www.kaspersky.com\/blog\/findface-experiment\/11916\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">FindFace<\/a> de hat\u0131rlars\u0131n\u0131z, insanlar\u0131n foto\u011fraflar ile di\u011fer insanlar\u0131 arad\u0131\u011f\u0131 bir uygulama). Bu yeni sistem Moskova\u2019da bulunan binlerce kameraya ba\u011flanacak.<\/p>\n<p>Rus bas\u0131n\u0131ndan Meduza\u2019ya g\u00f6re, \u201dD\u00fcnyan\u0131n hi\u00e7bir \u015fehrinde buna benzer bir sistem yok. Algoritma sokaktaki insanlarla ile su\u00e7lu veritaban\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ama hepsi bu kadar de de\u011fil, ayn\u0131 zamanda \u015fehirde buldu\u011fu insanlarlar ile onlar\u0131n sosyal medya hesaplar\u0131n\u0131 e\u015fle\u015ftirecek, bu da baya ki\u015fisel bilgi demek.<br>\n\u015eunu da belirtmemiz laz\u0131m, bu y\u0131l\u0131n ba\u015f\u0131nda Rus Senatosu foto\u011fraflar\u0131 ve videolar\u0131 yasal delil olarak kabul edece\u011fini bildirmi\u015fti.<\/p>\n<p><strong>2. Kolluk kuvvetleri taraf\u0131ndan k\u00f6t\u00fcye kullan\u0131m<\/strong><br>\nY\u00fcz tan\u0131ma sistemi hatalar yapar. Bu sistemi kullanan insanlar da bu sistemi suistimal edebilir \u2013 bu bilinen bir ger\u00e7ektir. \u00d6rne\u011fin a\u011fustos ay\u0131nda, New York Times, San Diego polisi su\u00e7lu ve su\u00e7suz insanlar\u0131n foto\u011fraflar\u0131n\u0131 izin almadan toplad\u0131\u011f\u0131n\u0131 <a href=\"http:\/\/www.nytimes.com\/2015\/08\/13\/us\/facial-recognition-software-moves-from-overseas-wars-to-local-police.html?_r=1\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">belirtti<\/a>.<\/p>\n<p>San Diego\u2019da ya\u015fayan\u00a027 ya\u015f\u0131ndaki Afro-Amerikan Aaron Harvey, polislerin kendisini \u00f6nyarg\u0131lar\u0131 y\u00fcz\u00fcnden tehdit etti\u011fini s\u00f6yledi. Harvey \u015fehrin su\u00e7 oran\u0131n\u0131n y\u00fcksek oldu\u011fu bir yerde ya\u015f\u0131yor. Belki de bu sebeple Harvey 50\u2019den fazla defa durdurularak polis taraf\u0131ndan \u00e7ete \u00fcyesi olmakla su\u00e7land\u0131. Polisin foto\u011fraflar\u0131n\u0131 \u00e7ekmesine izin vermedi\u011finde de, polisin bu foto\u011fraflar\u0131 izin verse de vermese de \u00e7ekebilece\u011fini s\u00f6yledi\u011fini belirtti.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"tr\" dir=\"ltr\">\u0130nsan vs makine: y\u00fcz tan\u0131ma <a href=\"https:\/\/t.co\/HRpKWr4x3R\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/t.co\/HRpKWr4x3R<\/a> <a href=\"https:\/\/t.co\/ES974DBKZx\" target=\"_blank\" rel=\"noopener nofollow\">pic.twitter.com\/ES974DBKZx<\/a><\/p>\n<p>\u2014 Kaspersky T\u00fcrkiye (@KasperskyTR) <a href=\"https:\/\/twitter.com\/KasperskyTR\/status\/760060590081671168?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">August 1, 2016<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>New York Times\u2019a anlatt\u0131\u011f\u0131na g\u00f6re \u201cPolis bana dedi ki: \u2018Yasal ya da yasad\u0131\u015f\u0131, bunu yapaca\u011f\u0131z\u2019 ve beni arabadan d\u0131\u015far\u0131 \u00e7ekti.\u201d<\/p>\n<p>2013\u2019\u00fcn ba\u015flar\u0131nda, <a href=\"http:\/\/www.nytimes.com\/2015\/08\/13\/us\/facial-recognition-software-moves-from-overseas-wars-to-local-police.html?_r=0\" target=\"_blank\" rel=\"noopener nofollow\">Boston\u2019daki yetkililer de y\u00fcz tan\u0131ma sistemi hakk\u0131nda testler yapt\u0131lar<\/a>. Sistem, insanlar\u0131n y\u00fczlerini konserler ve a\u00e7\u0131k hava etkinlikleri gibi yerlerde gizlice tarad\u0131klar\u0131 kameralara ba\u011fl\u0131yd\u0131. Test s\u00fcrecinin sonunda, etik olmad\u0131\u011f\u0131 gerek\u00e7esi ile iptal edilmi\u015fti. Boston sadece bir \u00f6nek, global \u00f6l\u00e7ekte durum \u00e7ok daha farkl\u0131 olabilir: Y\u00fcz tan\u0131ma sistemi h\u00fck\u00fcmet birimleri taraf\u0131ndan s\u0131kl\u0131kla kullan\u0131lan bir teknoloji.<\/p>\n<p><strong>3. \u015eirketler insanlar\u0131 izler <\/strong><br>\n\u015eirketlerin sahip oldu\u011fu y\u00fcz veritabanlar\u0131 FBI\u2019\u0131n sahip oldu\u011fu y\u00fcz veritaban\u0131ndan daha b\u00fcy\u00fckt\u00fcr. Facebook, Instagram (ki o da Facebook\u2019un), Google (Google+ dahil), VK gibi ba\u015f\u0131 \u00e7eken sosyal medya mecralar\u0131 ve bunlar gibi bir\u00e7o\u011fu <a href=\"https:\/\/www.kaspersky.com.tr\/blog\/how-facial-recognition-works\/2302\/\" target=\"_blank\" rel=\"noopener\">kendilerine ait y\u00fcz tan\u0131ma \u00e7\u00f6z\u00fcm\u00fcne sahip<\/a> ve s\u00fcrekli olarak geli\u015ftirip iyile\u015ftiriyorlar.<\/p>\n<p>Microsoft \u015fimdi benzer bir teknolojiyi <a href=\"https:\/\/blogs.windows.com\/buildingapps\/2016\/06\/28\/familynotes-using-the-camera-to-detect-a-user\/\" target=\"_blank\" rel=\"noopener nofollow\">FamilyNotes<\/a> uygulamas\u0131 \u00fczerinde \u00e7al\u0131\u015f\u0131yor. Bu uygulamaya eklenmesi d\u00fc\u015f\u00fcn\u00fclen \u00f6zellik, cihaz \u00fczerindeki kameray\u0131 kullanarak kullan\u0131c\u0131lar\u0131 ay\u0131rt etmeye yarayacak. Microsoft d\u00fcnyan\u0131n en pop\u00fcler sistemlerinden birini geli\u015ftiricisi, ve bu uygulama \u015firketin y\u00fcz verilerine ciddi boyutlarda katk\u0131da bulunacak.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">You can\u2019t replace your face, says facial recognition \u2013 <a href=\"https:\/\/t.co\/tW6vdmxPWE\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/t.co\/tW6vdmxPWE<\/a> <a href=\"https:\/\/t.co\/dKXmOVdJ33\" target=\"_blank\" rel=\"noopener nofollow\">pic.twitter.com\/dKXmOVdJ33<\/a><\/p>\n<p>\u2014 Kaspersky (@kaspersky) <a href=\"https:\/\/twitter.com\/kaspersky\/status\/723502848114307072?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">April 22, 2016<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Facebook\u2019un y\u00fcz tan\u0131ma sistemi d\u00fcnyadaki en do\u011fru sonu\u00e7 g\u00f6steren sistemi. \u015eirket bu arac\u0131 2012\u2019de sessizce devreye soktu ve kullan\u0131c\u0131lar\u0131n b\u00fcy\u00fck \u00e7o\u011funlu\u011fu i\u00e7in varsay\u0131lan olarak ayarlad\u0131. Daha sonra bu olay y\u00fcz\u00fcnden d\u00fczinelerce dava ile u\u011fra\u015ft\u0131 \u2013 say\u0131 her ge\u00e7en g\u00fcn de <a href=\"http:\/\/www.theverge.com\/2016\/5\/5\/11605068\/facebook-photo-tagging-lawsuit-biometric-privacy\" target=\"_blank\" rel=\"noopener nofollow\">art\u0131yor<\/a>, ayn\u0131 \u015fekilde Google\u2019a da benzer davalar a\u00e7\u0131lmaya <a href=\"http:\/\/www.ibtimes.com\/google-gets-sued-over-face-recognition-joining-facebook-shutterfly-battle-over-2330278\" target=\"_blank\" rel=\"noopener nofollow\">ba\u015fland\u0131<\/a>. Sonu\u00e7 olarak Facebook baz\u0131 b\u00f6lgelerde bu \u00f6zelli\u011fi kullanmay\u0131 <a href=\"https:\/\/www.theguardian.com\/technology\/2016\/may\/11\/facebook-moments-facial-recognition-app-europe\" target=\"_blank\" rel=\"noopener nofollow\">b\u0131rakmak zorunda kald\u0131.<\/a><\/p>\n<p>\u015eunu da belirtelim, Facebook bu konuda tek tarafl\u0131 yakla\u015f\u0131mda bulunuyor: \u00d6rne\u011fin, Facebook\u2019un bilgi bankas\u0131nda y\u00fcz tan\u0131ma sistemini nas\u0131l kapatabilece\u011fini belirten bir makale bulunmuyor, <a href=\"http:\/\/www.cbsnews.com\/news\/how-to-disable-facebooks-new-facial-recognition-feature\/\" target=\"_blank\" rel=\"noopener nofollow\">ki kapatmak i\u00e7in tek bir ayar de\u011fi\u015ftirmek de yetmiyor<\/a>.<\/p>\n<p>E\u011fer herhangi bir sosyal a\u011fa \u00fcye de\u011filseniz bile (ya da hi\u00e7bir sosyal medya mecras\u0131na ger\u00e7ek foto\u011fraf\u0131n\u0131z\u0131 y\u00fcklemiyorsan\u0131z) y\u00fcz\u00fcn\u00fcz yine de sosyal mecran\u0131n veritaban\u0131na girebilir. Ge\u00e7ti\u011fimiz sene \u015eikago\u2019da bir vatanda\u015f Shutterfly isimli foto\u011fraf servisini, vatanda\u015f\u0131n haberi olmadan kulland\u0131\u011f\u0131 gerek\u00e7esiyle <a href=\"http:\/\/fortune.com\/2015\/06\/18\/shutterfly-lawsuit-facial-recognition\/\" target=\"_blank\" rel=\"noopener nofollow\">dava etti<\/a>. \u00dc\u00e7\u00fcnc\u00fc bir \u015fah\u0131s (b\u00fcy\u00fck ihtimalle bir arkada\u015f\u0131) vatanda\u015f\u0131n foto\u011fraf\u0131n\u0131 y\u00fcklemi\u015f ve kullan\u0131m s\u00f6zle\u015fmesini imzalam\u0131\u015ft\u0131.<\/p>\n<p><strong>4. Herkes sizi bulabilir<\/strong><br>\nHerhangi biri taraf\u0131ndan eri\u015filebilen herhangi bir y\u00fcz tan\u0131ma sistemi lin\u00e7 kanunu ya da yasa d\u0131\u015f\u0131 \u015fekilde adalet sa\u011flamak isteyen insanlar i\u00e7in \u00e7ok g\u00fc\u00e7l\u00fc bir ara\u00e7 olabilir. \u00d6rne\u011fin bu y\u0131l, iki gen\u00e7 adam St. Petersburg \u015fehrinde bir binan\u0131n lobisini ate\u015fe verdiler. Kundak\u00e7\u0131lar i\u015fleri bittikten sonra ayn\u0131 binan\u0131n asans\u00f6r\u00fcnde arbede \u00e7\u0131kartt\u0131lar. Asans\u00f6rdeki kameralar ve \u00e7evre binalar\u0131n kameralar\u0131ndan bu ikilinin ne kadar e\u011flendi\u011finin g\u00f6r\u00fcnt\u00fcleri kaydedildi.<\/p>\n<p>Yerel polisler dava ba\u015flatmay\u0131nca, yakt\u0131klar\u0131 binan\u0131n kirac\u0131lar\u0131 olaya el att\u0131: Videodan ekran g\u00f6r\u00fcnt\u00fclerini al\u0131p <a href=\"https:\/\/www.kaspersky.com\/blog\/findface-experiment\/11916\/\" target=\"_blank\" rel=\"noopener nofollow\">FindFace<\/a> servisi kullanarak su\u00e7lular\u0131n sosyal medya hesaplar\u0131n\u0131 buldular.<\/p>\n<p>Amat\u00f6r dedektifler bulduklar\u0131 kan\u0131tlar\u0131 polisle payla\u015ft\u0131, sonu\u00e7 olarak bu gen\u00e7 su\u00e7lulara dava a\u00e7\u0131ld\u0131. Ren TV (Rus TV kanal\u0131) haberine <a href=\"https:\/\/www.youtube.com\/watch?v=xhjg4hubpb0\" target=\"_blank\" rel=\"noopener nofollow\">g\u00f6re<\/a>, ma\u011fdur olan kirac\u0131n\u0131n elinde su\u00e7lular\u0131n \u2018holigan tan\u0131d\u0131klar\u0131na\u2019 verebilecek kadar veri ve kan\u0131tlar\u0131 var (Okuduklar\u0131 okullar ve i\u015f adresleri dahil).<\/p>\n<p>Fakat \u015fehir sakinleri sab\u0131rlar\u0131n\u0131 korudu ve polisten yard\u0131m istedi, \u00e7\u00fcnk\u00fc t\u00fcm internet kullan\u0131c\u0131lar\u0131 akl\u0131 ba\u015f\u0131nda olmayabilir. Ve k\u00f6t\u00fc insanlara kar\u015f\u0131 bir yerde istek varsa, bir \u00e7\u00f6z\u00fcm\u00fc de vard\u0131r. FindFace\u2019in k\u00f6t\u00fc \u015f\u00f6hretini 2ch g\u00f6rsel platformunun kimliksiz kullan\u0131c\u0131lar\u0131n\u0131n troll\u00fc\u011f\u00fc ile \u00f6\u011frenmi\u015f olabilirsiniz. Platform kullan\u0131c\u0131lar\u0131 <a href=\"https:\/\/www.kaspersky.com\/blog\/findface-deanon\/11921\/\" target=\"_blank\" rel=\"noopener nofollow\">porno aktrislerinin sosyal medya hesaplar\u0131n\u0131 bu site ile buldu<\/a>, aktrislerin arkada\u015flar\u0131na ve akrabalar\u0131na tan\u0131d\u0131klar\u0131n\u0131n foto\u011fraflar\u0131 ile ho\u015f olmayan mesajlar g\u00f6nderdiler.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"500\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\"><a href=\"https:\/\/twitter.com\/hashtag\/Porn?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">#Porn<\/a> stars and <a href=\"https:\/\/twitter.com\/hashtag\/sex?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">#sex<\/a> workers targeted with facial recognition <a href=\"https:\/\/twitter.com\/hashtag\/app?src=hash&amp;ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">#app<\/a> \u2013 <a href=\"https:\/\/t.co\/3dEOWKPd8V\" target=\"_blank\" rel=\"noopener nofollow\">https:\/\/t.co\/3dEOWKPd8V<\/a> <a href=\"https:\/\/t.co\/HBf8KztWNa\" target=\"_blank\" rel=\"noopener nofollow\">pic.twitter.com\/HBf8KztWNa<\/a><\/p>\n<p>\u2014 Kaspersky (@kaspersky) <a href=\"https:\/\/twitter.com\/kaspersky\/status\/726111488893702146?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener nofollow\">April 29, 2016<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Bu arada FindFace\u2019in kurucusu olan Maxim Perlin bug\u00fcnlerde insanlar\u0131n mahremiyetlerini korumalar\u0131 i\u00e7in ger\u00e7ekten para \u00f6demeleri gerekti\u011fini <a href=\"https:\/\/meduza.io\/feature\/2016\/07\/07\/konets-chastnoy-zhizni\" target=\"_blank\" rel=\"noopener nofollow\">d\u00fc\u015f\u00fcn\u00fcyor<\/a>. Kat\u0131ld\u0131\u011f\u0131 bir r\u00f6portajda, \u201c<strong>E\u011fer insanlar kendi verilerinin FindFace veri taban\u0131ndan silmek istiyorsa Premium hesap almal\u0131lar.<\/strong> Bu servisin de ayl\u0131k \u00fccreti 8$ civar\u0131\u201d dedi.<\/p>\n<p><strong>5. G\u00fcvenlik ile facia aras\u0131nda ince biz \u00e7izgi vard\u0131r<\/strong><br>\nBir\u00e7ok g\u00fcvenlik uzman\u0131 \u015fu konuda hemfikir: biometrikler parolalar\u0131n yerini alacak ve d\u00fcnyay\u0131 daha da g\u00fcvenli bir hale getirecek. Yani gelecekte, sistemler g\u00f6z taramas\u0131 yapacak, parmak izi kontrol edecek ve hatta y\u00fcz taramas\u0131 yaparak kar\u0131\u015f\u0131k semboller kombinasyonundan bizleri kurtaracak.<\/p>\n<p><a href=\"https:\/\/support.microsoft.com\/tr-tr\/help\/17215\/windows-10-what-is-hello\" target=\"_blank\" rel=\"noopener nofollow\">Microsoft zaten kullan\u0131c\u0131lar\u0131 suratlar\u0131yla tan\u0131mlayan sistemi geli\u015ftiriyor<\/a>. NEC ise online \u00f6deme y\u00f6ntemlerini daha g\u00fcvenli hale getirmek i\u00e7in y\u00fcz tan\u0131ma sistemini <a href=\"http:\/\/www.biometricupdate.com\/201607\/nec-trials-facial-recognition-based-cashless-payment-wins-award-for-ticket-id-system\" target=\"_blank\" rel=\"noopener nofollow\">geli\u015ftiriyor<\/a>. MasterCard, \u2018\u00f6z\u00e7ekim tan\u0131mlama sistemi\u2019 \u00fczerinde <a href=\"https:\/\/www.youtube.com\/watch?v=xGMlz-0gvjs\" target=\"_blank\" rel=\"noopener nofollow\">\u00e7al\u0131\u015f\u0131yor<\/a> ki bu da kullan\u0131c\u0131lar\u0131n parola kullanmadan para g\u00f6nderebilmesini sa\u011flayacak.<\/p>\n<p><a href=\"https:\/\/www.kaspersky.com\/blog\/fingerprints-sensors-security\/10951\/\" target=\"_blank\" rel=\"noopener nofollow\">Parmak izinin zay\u0131f yanlar\u0131<\/a> hakk\u0131nda <a href=\"https:\/\/www.kaspersky.com\/blog\/stealing-digital-identity\/10386\/\" target=\"_blank\" rel=\"noopener nofollow\">daha<\/a> \u00f6nce yazm\u0131\u015ft\u0131k. \u015eimdi de y\u00fcz tan\u0131ma sisteminin zay\u0131fl\u0131klar\u0131ndan bahsedelim. Konu yine 3D yaz\u0131c\u0131lara geliyor: G\u00fcn\u00fcm\u00fczde ger\u00e7ek birinin surat\u0131n\u0131 ger\u00e7ek\u00e7i bir \u015fekilde kopyalayabilirsiniz. Yeni tan\u0131mlama sistemlerinin geli\u015ftiricileri bu durumu g\u00f6z \u00f6n\u00fcnde bulundurarak g\u00fcvenlik y\u00f6ntemlerini \u00e7ok dikkatli olu\u015fturmal\u0131lar.<\/p>\n<p>\u00d6rne\u011fin, MasterCard ve Google kullan\u0131c\u0131lar\u0131n g\u00f6z k\u0131rpmas\u0131n\u0131 istiyor \u2013 bu ufak hareket doland\u0131r\u0131c\u0131lar\u0131n 3D yaz\u0131c\u0131 ile olu\u015fturdu\u011fu suratlarla hatta foto\u011fraflarla g\u00fcvenlik sistemlerini a\u015fmalar\u0131n\u0131 engelliyor. Fakat maalesef Google\u2019\u0131n bu \u00e7\u00f6z\u00fcm\u00fc de ba\u015far\u0131s\u0131z oldu \u2013 bu g\u00fcvenlik sistemi basit hareketli animasyon foto\u011fraflarla <a href=\"http:\/\/www.droiddog.com\/android-blog\/2012\/08\/jelly-beans-face-unlock-liveness-check-easily-fooled-with-basic-photo-editing\/\" target=\"_blank\" rel=\"noopener nofollow\">a\u015f\u0131ld\u0131<\/a>. MasterCard\u2019\u0131n da sistemi \u015fu an geli\u015ftirilme a\u015famas\u0131nda olu\u011fu i\u00e7in hen\u00fcz ayn\u0131 \u015fekilde a\u015f\u0131l\u0131p a\u015f\u0131lmayaca\u011f\u0131n\u0131 bilmiyoruz.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2460\" src=\"https:\/\/media.kasperskydaily.com\/wp-content\/uploads\/sites\/91\/2016\/09\/06013910\/3d-printed-face-1.jpg\" alt=\"3d-printed-face\" width=\"2048\" height=\"1536\"><\/p>\n<p><strong>6.Y\u00fcz\u00fcn\u00fcz\u00fc kimseyle payla\u015fmay\u0131n<\/strong><br>\n<a href=\"http:\/\/www.anaface.com\/\" target=\"_blank\" rel=\"noopener nofollow\">Anaface<\/a> isimli internet sitesini duymu\u015f olabilirsiniz, bu site y\u00fcz\u00fcn\u00fcz\u00fc analiz ederek \u00e7ekicilik seviyenizi \u00f6l\u00e7\u00fcyor. Temel kriter olarak simetriyi kullan\u0131yor \u2013 ki \u00e7ok g\u00fcvenilir bir kriter de de\u011fil, de\u011fil mi? \u00d6rne\u011fin, Angelina Jolie\u2019nin Anaface <a href=\"http:\/\/www.forbes.com\/forbes\/welcome\/?toURL=http:\/\/www.forbes.com\/sites\/kashmirhill\/2009\/07\/01\/free-computer-analysis-of-your-beauty-whats-the-catch\/%25231aa3adea3dde&amp;refURL=&amp;referrer=\" target=\"_blank\" rel=\"noopener nofollow\">puan\u0131<\/a> 10 \u00fczerinden 8,4. Sitenin tek sorunu do\u011fruluk oran\u0131 de\u011fil.<\/p>\n<p>\u0130lk olarak, Anaface\u2019in sahibi bu projeyi insanlar\u0131 estetik ameliyat i\u00e7in cesaretlendirme sebebiyle olu\u015fturdu\u011funu s\u00f6yledi. En az\u0131ndan d\u00fcr\u00fcst\u00e7e cevap verdi.<\/p>\n<p>\u0130ki, internet sitesinin \u015fartlar ve ko\u015fullar s\u00f6zle\u015fmesinin okunmas\u0131 ger\u00e7ekten zor. K\u00fc\u00e7\u00fck bir pencerede a\u00e7\u0131lan kullan\u0131c\u0131 s\u00f6zle\u015fmesini onaylamak i\u00e7in k\u00fc\u00e7\u00fcc\u00fck yaz\u0131lm\u0131\u015f 7,000 kelimelik bir s\u00f6zle\u015fmede uzun s\u00fcre a\u015fa\u011f\u0131 iniyorsunuz. Bu da site kullan\u0131c\u0131lar\u0131n foto\u011fraflar\u0131n\u0131n \u201c\u00f6zel olmayan, transfer edilebilir, kullanmak i\u00e7in telif gerekmeyen, sahiplik haklar\u0131ndan vazge\u00e7en\u201d \u015fekilde siteye y\u00fcklemelerini sa\u011fl\u0131yor. Daha basit bir dille: Servis sizin foto\u011fraflar\u0131n\u0131z\u0131 istedi\u011fi gibi satabilir, size de para vermez.<\/p>\n<p>Ayn\u0131 zamanda kullan\u0131c\u0131lar sadece kendi foto\u011fraflar\u0131n\u0131 y\u00fckleyeceklerini taahh\u00fct eder: \u201cBa\u015fkalar\u0131n\u0131n video, ses veya g\u00f6r\u00fcnt\u00fclerini onlar\u0131n izinleri olmadan (e\u011fer re\u015fit de\u011fillerse ebeveynlerinin ya da yasal varislerinin) yay\u0131nlayamaz, y\u00fckleyemez veya te\u015fhir edemezler.\u201d<br>\n\u015eartlar ve ko\u015fullarda \u00fcst\u00fc kapal\u0131 olarak hesab\u0131 olu\u015fturduktan sonra foto\u011fraf\u0131n\u0131z\u0131 kald\u0131rma olas\u0131l\u0131\u011f\u0131n\u0131zdan bahseder \u2013 ancak bunu yapamazs\u0131n\u0131z, \u00e7\u00fcnk\u00fc Anaface foto\u011fraf silmenize izin vermiyor.<\/p>\n<p>K\u0131saca, foto\u011fraflar\u0131 herkes kullanabilir: h\u00fck\u00fcmetler, firmalar hatta s\u0131radan insanlar. Bug\u00fcnlerde hemen hemen herkes y\u00fcz tan\u0131ma olaylar\u0131n\u0131 suistimal edebilir \u2013 ve tek yapabilece\u011fimiz \u015fey bunlardan <a href=\"https:\/\/www.kaspersky.com\/blog\/camouflaging-from-global-surveillance\/10133\/\" target=\"_blank\" rel=\"noopener nofollow\">saklanmaya<\/a> \u00e7al\u0131\u015fmakt\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130sminizi de\u011fi\u015ftirebilir ya da takma isim kullanabilirsiniz. Sosyal medya hesaplar\u0131n\u0131z\u0131 da silebilirsiniz. Ama y\u00fcz\u00fcn\u00fcz\u00fc kolayca de\u011fi\u015ftiremezsiniz. Y\u00fcz tan\u0131ma sistemi bir\u00e7ok sorunu \u00e7\u00f6zmemize yard\u0131mc\u0131 oluyor \u2013 ve ayn\u0131 zamanda yeni sorunlar<\/p>\n","protected":false},"author":522,"featured_media":2459,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[994,1351,995],"tags":[1009,12,942,1010,537,430,941],"class_list":{"0":"post-2451","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-privacy","8":"category-threats","9":"category-technology","10":"tag-3d-yazici","11":"tag-anti-virus","12":"tag-findface","13":"tag-parmak-izi","14":"tag-tehditler","15":"tag-tip-of-the-week","16":"tag-yuz-tanima"},"hreflang":[{"hreflang":"tr","url":"https:\/\/www.kaspersky.com.tr\/blog\/bad-facial-recognition\/2451\/"},{"hreflang":"en-us","url":"https:\/\/usa.kaspersky.com\/blog\/bad-facial-recognition\/7547\/"},{"hreflang":"en-gb","url":"https:\/\/www.kaspersky.co.uk\/blog\/bad-facial-recognition\/7575\/"},{"hreflang":"es-mx","url":"https:\/\/latam.kaspersky.com\/blog\/bad-facial-recognition\/7545\/"},{"hreflang":"es","url":"https:\/\/www.kaspersky.es\/blog\/bad-facial-recognition\/8970\/"},{"hreflang":"it","url":"https:\/\/www.kaspersky.it\/blog\/bad-facial-recognition\/8809\/"},{"hreflang":"ru","url":"https:\/\/www.kaspersky.ru\/blog\/bad-facial-recognition\/12823\/"},{"hreflang":"x-default","url":"https:\/\/www.kaspersky.com\/blog\/bad-facial-recognition\/12806\/"},{"hreflang":"pt-br","url":"https:\/\/www.kaspersky.com.br\/blog\/bad-facial-recognition\/6487\/"},{"hreflang":"pl","url":"https:\/\/plblog.kaspersky.com\/bad-facial-recognition\/5357\/"},{"hreflang":"de","url":"https:\/\/www.kaspersky.de\/blog\/bad-facial-recognition\/8503\/"},{"hreflang":"ja","url":"https:\/\/blog.kaspersky.co.jp\/bad-facial-recognition\/12343\/"},{"hreflang":"ru-kz","url":"https:\/\/blog.kaspersky.kz\/bad-facial-recognition\/12823\/"},{"hreflang":"en-au","url":"https:\/\/www.kaspersky.com.au\/blog\/bad-facial-recognition\/12806\/"},{"hreflang":"en-za","url":"https:\/\/www.kaspersky.co.za\/blog\/bad-facial-recognition\/12806\/"}],"acf":[],"banners":"","maintag":{"url":"https:\/\/www.kaspersky.com.tr\/blog\/tag\/3d-yazici\/","name":"3D Yaz\u0131c\u0131"},"_links":{"self":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2451","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/users\/522"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=2451"}],"version-history":[{"count":2,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2451\/revisions"}],"predecessor-version":[{"id":7138,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/posts\/2451\/revisions\/7138"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/media\/2459"}],"wp:attachment":[{"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=2451"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=2451"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kaspersky.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=2451"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}