{"id":5869,"date":"2017-11-14T11:31:19","date_gmt":"2017-11-14T08:31:19","guid":{"rendered":"https:\/\/www.tespam.org\/tr\/?p=5869"},"modified":"2026-08-07T22:14:12","modified_gmt":"2026-08-07T19:14:12","slug":"kuantum-bilgisayarlar-ve-yapay-zeka-ile-silahlanan-bilgisayar-korsanlari","status":"publish","type":"post","link":"https:\/\/www.tespam.org\/wordpress\/kuantum-bilgisayarlar-ve-yapay-zeka-ile-silahlanan-bilgisayar-korsanlari\/","title":{"rendered":"Kuantum Bilgisayarlar ve Yapay Zek\u00e2 ile Silahlanan Bilgisayar Korsanlar\u0131"},"content":{"rendered":"

\u00d6zden ER\u00c7\u0130N<\/em><\/p>\n

Siber sald\u0131rganlar ellerine ge\u00e7ti\u011finde, konvansiyonel silahlar\u0131n verdi\u011fi zarardan daha y\u0131k\u0131c\u0131 ve \u00e7ok daha g\u00fc\u00e7l\u00fc bir arac\u0131 ke\u015ffettiler: Yapay Zeka ve Kuantum Bilgisayarlar ! Son zamanlarda kuantum bilgisayarlar h\u0131zla hayat\u0131m\u0131za girmeye ba\u015flad\u0131\u011f\u0131n\u0131 g\u00f6r\u00fcyoruz. Ancak bir\u00e7ok insan, ne yapt\u0131klar\u0131n\u0131 ve nas\u0131l kullan\u0131labilece\u011fini tam olarak hen\u00fcz daha kavrayamamaktad\u0131r. <\/span><\/p><\/blockquote>\n

Kuantum bilgisayarlar inan\u0131lmaz derecede karma\u015f\u0131k bir yap\u0131ya sahiptir ve siber su\u00e7larda yayg\u0131n olarak kullan\u0131lan \u015fifre k\u0131rma uygulamalar\u0131n\u0131 modern bilgisayarlardan daha h\u0131zl\u0131 ger\u00e7ekle\u015ftirebilmeleridir. Bu durum, kuantum bilgisayarlar\u0131n modern g\u00fcvenlik sistemlerine girme ve b\u00f6ylece t\u00fcm siber d\u00fcnyay\u0131 tehdit etme kabiliyetine sahip oldu\u011funu bizlere yak\u0131n zamanda g\u00f6sterecektir. Kuantum bilgisayarlar g\u00fcn\u00fcm\u00fczde kullan\u0131ma girse bile, geli\u015ftirilen sald\u0131r\u0131lar\u0131 kodlamalar\u0131 ve y\u00f6nlendirmeleri i\u00e7in bilgisayar korsanlar\u0131na yani insan fakt\u00f6r\u00fcne ihtiya\u00e7 vard\u0131r. Peki ya yapay zeka \u00f6\u011frenme algoritmalar\u0131yla \u00f6\u011frenebilen, hatta kendi zararl\u0131 sald\u0131r\u0131 kodlar\u0131n\u0131 yazabilen ve insan fakt\u00f6r\u00fcn\u00fcn ortadan kald\u0131r\u0131ld\u0131\u011f\u0131 bir ortam olu\u015fturulmu\u015f olsayd\u0131 neler olabilece\u011fini \u015fimdiden hayal edebiliyor musunuz ? Yapay zek\u00e2n\u0131n, bu kadar h\u0131zl\u0131 bir \u015fekilde evrim ge\u00e7irmesiyle bu senaryomuz yak\u0131n bir gelecekte ger\u00e7ek bir olas\u0131l\u0131k haline gelecektir. Kuantum bilgisayarlarla g\u00fc\u00e7lendirilmi\u015f Yapay Zek\u00e2 zararl\u0131 yaz\u0131l\u0131mlar\u0131, kendi direktiflerini \u00f6\u011frenme ve yeteneklerini geli\u015ftirmeleri durumunda, k\u00fcresel siber g\u00fcvenlik i\u00e7in bir tehdit olu\u015fturabilir. Yapay zek\u00e2 taraf\u0131ndan geli\u015ftirilen otonom sald\u0131r\u0131 yaz\u0131l\u0131mlar\u0131, ba\u015far\u0131s\u0131z sald\u0131r\u0131lar\u0131n\u0131n sonucu hatalar\u0131n\u0131 \u00f6\u011frenecek ve sald\u0131r\u0131 yeteneklerini giderek art\u0131racakt\u0131r. Gelecekteki yapay zek\u00e2 sald\u0131rgan yaz\u0131l\u0131mlar\u0131 herhangi bir makineye ba\u011f\u0131ml\u0131 olarak \u00e7al\u0131\u015f\u0131yor olmayabilecektir. Kuantum bilgisayarlarla g\u00fc\u00e7lendirilmi\u015f bir sistem yeterince g\u00fc\u00e7l\u00fc olacak ve y\u00fczlerce makineyi kendi sistemine ba\u011flayarak hareket edebilecektir. B\u00f6ylece bir makineyi kapatmak yapay zek\u00e2n\u0131n \u00e7al\u0131\u015fmas\u0131n\u0131 durdurmayacak sadece i\u015fini biraz zorla\u015ft\u0131racakt\u0131r. Teorik olarak, bir yapay zek\u00e2 sisteminin sald\u0131r\u0131lar\u0131 d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndan ayn\u0131 anda gelmi\u015f gibi g\u00f6sterebilmesi de m\u00fcmk\u00fcn olacakt\u0131r.<\/p>\n

Sald\u0131r\u0131lar\u0131 \u00f6nlemek i\u00e7in olu\u015fturulan t\u00fcm g\u00fcvenlik sistemlerine, bilgisayar korsanlar\u0131 taraf\u0131ndan g\u00fcvenli\u011fi atlamak i\u00e7in yeni y\u00f6ntemlerle yan\u0131t verilecektir. Her ne kadar kuantum bilgisayarlar gibi \u00fcst\u00fcn nitelikli cihazlar bilgisayar korsanlar\u0131 i\u00e7in ara\u00e7 olarak kullan\u0131labilecek olsa da, di\u011fer taraftan siber g\u00fcvenlik uzmanlar\u0131, ayn\u0131 altyap\u0131y\u0131 kullanarak yeni geli\u015ftirilecek olan cihazlarla \u00fcst\u00fcn nitelikli g\u00fcvenlik sistemleri de olu\u015fturmas\u0131na imk\u00e2n sa\u011flayacakt\u0131r. Ya\u015famlar\u0131 giderek internete ba\u011flanan ve s\u00fcrekli dijitalle\u015fen insanlar i\u00e7in \u00f6nlemlerin al\u0131nmas\u0131na yard\u0131mc\u0131 olmak a\u00e7\u0131s\u0131ndan s\u00fcrekli geli\u015fmekte olan siber g\u00fcvenlik end\u00fcstrisine b\u00fcy\u00fck bir i\u015f d\u00fc\u015fecektir.<\/p>\n

\u0130ki veri bilimci, John Seymour\u00a0ve\u00a0Philip Tully,\u00a02016 y\u0131l\u0131nda geli\u015ftirdikleri ve SNAP_R ad\u0131n\u0131 verdikleri yapay zek\u00e2yla (YZ), Twitter \u00fczerinden bir deney yapt\u0131lar. Acaba insan bilgisayar korsan\u0131 m\u0131 yoksa SNAP_R m\u0131 daha \u00e7ok ki\u015fiyi hackleyecekti? 800 ki\u015filik takip\u00e7inin 275\u2019ini yapay zek\u00e2 att\u0131\u011f\u0131 twitlerle hacklerken, insan bilgisayar korsan\u0131 ise sadece 49 ki\u015fide kald\u0131.<\/p>\n

2016 y\u0131l\u0131nda ger\u00e7ekle\u015ftirilen bu deney olmas\u0131na ra\u011fmen, bize gelecekte neler olabilece\u011fi ve yapay zek\u00e2n\u0131n ne kadar g\u00fc\u00e7l\u00fc bir silah oldu\u011fu ile ilgili \u00f6nemli ipu\u00e7lar\u0131 vermi\u015ftir. Bu y\u0131l temmuz ay\u0131nda Las Vegas\u2019ta yap\u0131lan Black Hat 2017 konferans\u0131nda bilgisayar korsanlar\u0131na, Yapay Zek\u00e2 destekli bir siber sald\u0131r\u0131 bekleyip beklemedikleri soruldu. Bilgisayar korsanlar\u0131n\u0131n %62\u2019si, \u00f6n\u00fcm\u00fczdeki bir y\u0131l i\u00e7inde Yapay Zek\u00e2 kullan\u0131larak tarihteki ilk siber sald\u0131r\u0131y\u0131 beklediklerini belirtmi\u015ftir. Bu demek oluyor ki yak\u0131n zamanda klasik siber sald\u0131r\u0131lar, yerini yapay zek\u00e2 tabanl\u0131 siber sald\u0131r\u0131lara d\u00f6n\u00fc\u015ft\u00fcrerek daha y\u0131k\u0131c\u0131 ve etkisi y\u00fcksek olaca\u011f\u0131n\u0131 g\u00f6sterecektir. Bu da \u015fu anlama geliyor, art\u0131k daha sofistike sald\u0131r\u0131lara maruz kalaca\u011f\u0131z; web sitelerine girememek, \u015fifrelerimizin ve kart bilgilerimizin \u00e7al\u0131nmas\u0131 daha s\u0131k ger\u00e7ekle\u015fecek. Ancak sald\u0131r\u0131lar art\u0131k bu kadar da masum kalmayacak!<\/p>\n

Kuantum bilgisayarlarla g\u00fc\u00e7lendirilmi\u015f yapay zek\u00e2 sald\u0131r\u0131lar\u0131nda, \u00f6l\u00fcmc\u00fcl durumlarda olu\u015fabilir. Trafi\u011fin en yo\u011fun oldu\u011fu saatlerde bir anda \u00a0b\u00fct\u00fcn trafik \u0131\u015f\u0131klar\u0131n\u0131n herkese ye\u015fil yand\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcn. Ya da kalabal\u0131k bir havaalan\u0131nda ini\u015f i\u00e7in s\u0131ra bekleyen b\u00fct\u00fcn u\u00e7aklara ayn\u0131 anda iznin verildi\u011fini. 2015 Nisan ay\u0131nda t\u00fcm T\u00fcrkiye\u2019de ya\u015fanan elektrik kesintisi gibi kesintiler bir\u00e7ok \u00fclkede ya\u015fand\u0131\u011f\u0131n\u0131.<\/p>\n

Siber sald\u0131r\u0131larda, sald\u0131racak do\u011fru ki\u015fiyi se\u00e7mek, sald\u0131r\u0131 sonu\u00e7lar\u0131n\u0131 de\u011ferlendirmek, \u00f6\u011frenmek ve yeni yollar bulmak ciddi zaman gerektiren bir s\u00fcre\u00e7tir. Bilgisayar korsanlar\u0131 da insan olmas\u0131 sebebiyle uyumas\u0131, yemek yemesi ve g\u00fcnl\u00fck faaliyetlerini s\u00fcrd\u00fcrmesi gerekiyor. Ancak bir Yapay Zek\u00e2n\u0131n bunlar\u0131n hi\u00e7birisine ihtiyac\u0131 yoktur ve insandan daha h\u0131zl\u0131 olarak \u00e7al\u0131\u015fmas\u0131 \u00f6nemli bir fark\u0131d\u0131r. Ayn\u0131 anda milyonlarca i\u015fi yapabilir ve en do\u011fru hedefi, sald\u0131r\u0131 y\u00f6ntemini se\u00e7ebilir.<\/p>\n

\u00d6rne\u011fin, Duygusal \u00e7\u00f6k\u00fcnt\u00fc i\u00e7inde olan insanlar\u0131n, dikkatlerinin daha da\u011f\u0131n\u0131k oldu\u011fu bilinen bir ger\u00e7ektir. Bir Sosyal m\u00fchendislik yetenekleri ile geli\u015ftirilmi\u015f Yapay Zek\u00e2n\u0131n durmadan sizin sosyal hesaplar\u0131n\u0131z\u0131, ileti\u015fimlerinizi takip ederek bunu tespit etmesi \u00e7ok zor de\u011fildir. Banka hesaplar\u0131n\u0131za sald\u0131r\u0131p paran\u0131z\u0131n \u00e7al\u0131nmas\u0131n\u0131, mevcut duygusal \u00e7\u00f6k\u00fcnt\u00fc durumunuzla fark edemeyebilirsiniz, bu da yapay zek\u00e2n\u0131n size kar\u015f\u0131 her zaman bir ad\u0131m \u00f6nde olmas\u0131n\u0131 sa\u011flayacakt\u0131r. Yapay Zek\u00e2 ile bunun gibi duygusal \u00e7\u00f6k\u00fcnt\u00fc i\u00e7indeki y\u00fcz binlerce insan\u0131 tespit edip ki\u015fiselle\u015ftirilmi\u015f sald\u0131r\u0131lar yap\u0131lmas\u0131, art\u0131k hi\u00e7 olmad\u0131\u011f\u0131 kadar kolay olacakt\u0131r.<\/p>\n

Yak\u0131n zamanda Microsoft ve Cambridge \u00dcniversitesi\u2019nin ortak \u00e7al\u0131\u015fmalar\u0131yla kendi ba\u015f\u0131na kod yazabilen bir yapay zek\u00e2 yaz\u0131l\u0131m\u0131 geli\u015ftirildi. DeepCoder ad\u0131 verilen yaz\u0131l\u0131m, yap\u0131lan testlerde basit kod bilgisi ile \u00e7\u00f6z\u00fclebilecek sorunlar\u0131n \u00fcstesinden gelmeyi ba\u015fard\u0131.<\/p>\n

DeepCoder, kod yazma yetene\u011fini \u201csentez\u201d ad\u0131 verilen yeni bir sistem ile ger\u00e7ekle\u015ftirmektedir. Bu sistemi kullanan yapay zek\u00e2, kod yazmak i\u00e7in farkl\u0131 kod kaynaklar\u0131n\u0131 inceliyor ve kodlar aras\u0131ndan diledi\u011fini se\u00e7iyor. Yapay zek\u00e2, ona verilen g\u00f6reve veya kar\u015f\u0131la\u015ft\u0131\u011f\u0131 soruna g\u00f6re elde etti\u011fi kodlar\u0131 birle\u015ftiriyor ve ortaya yeni kod dizelerinin \u00e7\u0131kmas\u0131n\u0131 sa\u011fl\u0131yor. DeepCoder, kodlar\u0131n ne t\u00fcr i\u015flevlere sahip oldu\u011funu anlayarak hangi kodu kullanmas\u0131n\u0131n yararl\u0131 olabilece\u011finde karar k\u0131l\u0131yor.<\/p>\n

DeepCoder\u2019\u0131 kullan\u0131\u015fl\u0131 k\u0131lan \u00f6zelliklerden birisi \u00d6\u011frenebilme \u00f6zelli\u011fi, DeepCoder\u2019\u0131n rakiplerine g\u00f6re \u00e7ok daha h\u0131zl\u0131 olmas\u0131n\u0131 sa\u011fl\u0131yor. Benzer i\u015flevlere sahip olan yaz\u0131l\u0131mlar ancak dakikalar i\u00e7erisinde hangi kodlar\u0131n kullan\u0131labilece\u011fini tan\u0131mlarken, DeepCoder bir saniyeden daha k\u0131sa bir s\u00fcrede ayn\u0131 i\u015flevi ger\u00e7ekle\u015ftirebiliyor. \u00dcstelik zaman i\u00e7erisinde hangi kodlar\u0131n birbiriyle uyumlu oldu\u011funu \u00f6\u011frenebilen yaz\u0131l\u0131m, ne kadar fazla kullan\u0131l\u0131rsa o kadar h\u0131zlan\u0131yor ve geli\u015fiyor.<\/p>\n

\u00c7ok iyi bir yaz\u0131l\u0131mc\u0131n\u0131n yazd\u0131\u011f\u0131 her 1000 sat\u0131rl\u0131k kodun 50 sat\u0131r\u0131 kirlidir yani sald\u0131r\u0131ya a\u00e7\u0131kt\u0131r. En \u00fcst d\u00fczey yaz\u0131l\u0131mc\u0131larda ise bu 5 sat\u0131rd\u0131r. \u015eu anda kulland\u0131\u011f\u0131m\u0131z bir\u00e7ok program\u0131n, aplikasyonun milyonlarca sat\u0131r koddan olu\u015ftu\u011funu d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcm\u00fczde, her 5 sat\u0131r\u0131n bile birden nas\u0131l on binlere \u00e7\u0131kt\u0131\u011f\u0131na \u015fahit olabilirsiniz.<\/p>\n

\u0130\u015fte bug\u00fcne kadar bilgisayar korsanlar\u0131, ya bu hatal\u0131 sat\u0131rlar\u0131 tek tek tarayarak bulup sistemlerimize s\u0131z\u0131yor ya sosyal m\u00fchendislik yaparak bizlerden elde etti\u011fi ki\u015fisel verilerle bunu ba\u015far\u0131yordu. Do\u011fal olarak da bu, hem zaman al\u0131yor hem de bunu ba\u015farabilen insan say\u0131s\u0131n\u0131 s\u0131n\u0131rl\u0131yordu. Kuantum bilgisayarlarla g\u00fc\u00e7lendirilmi\u015f Yapay zek\u00e2l\u0131 siber sald\u0131r\u0131 ara\u00e7lar\u0131 Darknet\u2019te bir anda bir\u00e7ok k\u00f6t\u00fc niyetli bilgisayar korsan\u0131n\u0131n eline ge\u00e7ebilir. Devreye yapay zek\u00e2 girdi\u011finde ve bu ara\u00e7lar\u0131n da Darknet \u00fczerinden hizmetlerine sunuldu\u011funu d\u00fc\u015f\u00fcn\u00fcnce, yeni sald\u0131r\u0131lar\u0131n boyutu bir anda t\u00fcyler \u00fcrpertici olabilir.<\/p>\n

Yapay zek\u00e2 destekli sald\u0131r\u0131lar\u0131n en \u00f6nemli \u00f6zelliklerinden biri de, bir sald\u0131r\u0131dan hemen sonra yay\u0131nlanan yamalarla durdurulmalar\u0131n\u0131n zorlu\u011fundan geliyor. Tamir edilen a\u00e7\u0131\u011f\u0131n bir yenisini bulup sald\u0131r\u0131n\u0131n devaml\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamalar\u0131, insan bilgisayar korsanlar\u0131ndan \u00e7ok daha k\u0131sa s\u00fcrede ger\u00e7ekle\u015febilir.<\/p>\n

Her ne kadar yapay zek\u00e2l\u0131 sald\u0131r\u0131 daha olmam\u0131\u015f ve fakat kuvvetle bekleniyor olsa da, Silikon Vadisi ve Tel Aviv\u2019deki siber g\u00fcvenlik \u015firketleri \u00e7oktan yapay zek\u00e2 kullanarak siber g\u00fcvenli\u011fi sa\u011flayan sistemler geli\u015ftirmi\u015f durumdad\u0131rlar. Bu sistemler, \u015firketlerin her alandaki i\u015fleyi\u015fini ve \u00e7al\u0131\u015fanlar\u0131n g\u00f6revlerini \u00f6\u011frenerek, ola\u011fand\u0131\u015f\u0131 bir hareketlilik tespit ettikleri anda gerekli ara\u00e7larla an\u0131nda savunmaya ba\u015fl\u0131yorlar. Sald\u0131r\u0131n\u0131n nas\u0131l bir a\u00e7\u0131k kullan\u0131larak yap\u0131ld\u0131\u011f\u0131n\u0131 da bildi\u011fi i\u00e7in, ayn\u0131 anda sistemdeki benzer a\u00e7\u0131klar\u0131 kapatarak siber sald\u0131r\u0131y\u0131 p\u00fcsk\u00fcrt\u00fcyorlar. Yapay zek\u00e2 tabanl\u0131 g\u00fcvenlik sistemleri geli\u015ftirilebiliyorsa, tersini d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcm\u00fczde yapay zek\u00e2 tabanl\u0131 sald\u0131r\u0131lar i\u00e7in zararl\u0131 yaz\u0131l\u0131mlarda \u00e7oktan geli\u015ftirilmi\u015f veya geli\u015ftiriliyor olmas\u0131 m\u00fcmk\u00fcnd\u00fcr. Yak\u0131n gelecekte belki de insanlar\u0131n aradan \u00e7ekildi\u011fi siyah ve beyaz \u015fapkal\u0131 yapay zek\u00e2lar\u0131n bir sava\u015f alan\u0131 haline gelecektir. Bu yeni geli\u015fmeler sonucunda, Game of Thrones dizisinde b\u00fcy\u00fck sava\u015f\u0131n yakla\u015ft\u0131\u011f\u0131n\u0131 belirtmek i\u00e7in kullan\u0131lan \u2018Winter is coming\u201d (k\u0131\u015f geliyor) diyebiliriz ve konuda ge\u00e7 kalmamak i\u00e7in gerekli \u00f6nlemleri al\u0131yor olmal\u0131y\u0131z.<\/p>\n

\u00d6zden Er\u00e7in<\/p>\n","protected":false},"excerpt":{"rendered":"

\u00d6zden ER\u00c7\u0130N Siber sald\u0131rganlar ellerine ge\u00e7ti\u011finde, konvansiyonel silahlar\u0131n verdi\u011fi zarardan daha y\u0131k\u0131c\u0131 ve \u00e7ok daha g\u00fc\u00e7l\u00fc bir arac\u0131 ke\u015ffettiler: Yapay Zeka ve Kuantum Bilgisayarlar ! 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