{"id":53570,"date":"2019-12-05T00:00:00","date_gmt":"2019-12-04T21:00:00","guid":{"rendered":"https:\/\/prohoster.info\/blog\/blog_prohoster\/v-intellektualnuyu-platformu-kiberbezopasnosti-investiruyut-11-mln"},"modified":"2020-02-18T14:01:29","modified_gmt":"2020-02-18T11:01:29","slug":"v-intellektualnuyu-platformu-kiberbezopasnosti-investiruyut-11-mln","status":"publish","type":"post","link":"https:\/\/prohoster.info\/cs\/blog\/administrirovanie\/v-intellektualnuyu-platformu-kiberbezopasnosti-investiruyut-11-mln","title":{"rendered":"Do inteligentn\u00ed platformy kybernetick\u00e9 bezpe\u010dnosti investovali 11 milion\u016f dolar\u016f","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

\"Do
\n
\nOt\u00e1zka bezpe\u010dnosti je z\u00e1sadn\u00ed pro ka\u017edou spole\u010dnost, kter\u00e1 pracuje s daty. Modern\u00ed n\u00e1stroje umo\u017e\u0148uj\u00ed \u00fato\u010dn\u00edk\u016fm \u00fasp\u011b\u0161n\u011b napodobovat chov\u00e1n\u00ed oby\u010dejn\u00e9ho u\u017eivatele. A ochrann\u00e9 mechanismy ne v\u017edy rozpoznaj\u00ed a zastav\u00ed pokusy o neautorizovan\u00fd p\u0159\u00edstup. V\u00fdsledkem jsou \u00faniky informac\u00ed, kr\u00e1de\u017ee z bankovn\u00edch \u00fa\u010dt\u016f a dal\u0161\u00ed probl\u00e9my.<\/p>\n

Sv\u00e9 \u0159e\u0161en\u00ed t\u00e9to problematiky p\u0159edstavila \u0161pan\u011blsk\u00e1 spole\u010dnost Buguroo<\/a><\/noindex>, kter\u00e1 vyu\u017e\u00edv\u00e1 hlubok\u00e9 u\u010den\u00ed a behavior\u00e1ln\u00ed biometriku k odhalov\u00e1n\u00ed podvodn\u00e9 \u010dinnosti v bankovn\u00edm sektoru, nab\u00edz\u00ed inteligentn\u00ed syst\u00e9m. Ned\u00e1vno z\u00edskala od investor\u016f 11 milion\u016f dolar\u016f na expanzi sv\u00e9 platformy.<\/i><\/a><\/noindex><\/p>\n

Zalo\u017een\u00e1 v roce 2010 v Madridu, Buguroo se sna\u017e\u00ed odhalit podvodn\u00edky, kte\u0159\u00ed se sna\u017e\u00ed napodobit chov\u00e1n\u00ed legitimn\u00edch majitel\u016f \u00fa\u010dt\u016f. S vyu\u017eit\u00edm algoritm\u016f hlubok\u00e9ho u\u010den\u00ed zalo\u017een\u00fdch na neuronov\u00fdch s\u00edt\u00edch z\u00edsk\u00e1v\u00e1 spole\u010dnost informace o tom, jak vypad\u00e1 b\u011b\u017en\u00e1 relace pou\u017e\u00edv\u00e1n\u00ed bankovn\u00edho \u00fa\u010dtu. D\u00edky technologii detekce a prevence podvod\u016f, kter\u00e1 kombinuje behavior\u00e1ln\u00ed biometriku, detekci malware a hodnocen\u00ed za\u0159\u00edzen\u00ed, dok\u00e1\u017ee platforma \u00fasp\u011b\u0161n\u011b odhalovat potenci\u00e1ln\u00ed hrozby ze strany kybernetick\u00fdch zlo\u010dinc\u016f a bot\u016f.<\/p>\n

Podvodn\u00edci mohou pou\u017e\u00edvat r\u016fzn\u00e9 metody, jak obej\u00edt autentiza\u010dn\u00ed procesy: jako \u0161kodliv\u00e9 programy pro vzd\u00e1len\u00fd p\u0159\u00edstup (trojsk\u00e9 kon\u011b), n\u00e1stroje na zachyt\u00e1v\u00e1n\u00ed formul\u00e1\u0159\u016f, webov\u00e9 injekce atd. Z\u00e1stupci Buguroo tvrd\u00ed, \u017ee jejich \u0159e\u0161en\u00ed je schopno odhalovat d\u0159\u00edve nezn\u00e1m\u00e9 \u0161kodliv\u00e9 sc\u00e9n\u00e1\u0159e, kter\u00e9 u\u017eivatel pou\u017e\u00edv\u00e1 v mobiln\u00ed aplikaci nebo prohl\u00ed\u017ee\u010di. To znamen\u00e1, \u017ee platforma se m\u016f\u017ee p\u0159izp\u016fsobit nov\u00fdm metod\u00e1m, kter\u00e9 je\u0161t\u011b nebyly za\u0159azeny na \u010dernou listinu.<\/p>\n

Princip pr\u00e1ce<\/h2>\n

\n

\r\n \"P\u0159ehr\u00e1t\r\n
<\/div>\r\n <\/div><\/center>
\nBuguroo ur\u010duje, kdy se pokou\u0161\u00ed o podvody anal\u00fdzou historick\u00fdch vzorc\u016f a klasifikac\u00ed ka\u017ed\u00e9 n\u00e1sleduj\u00edc\u00ed relace p\u0159ihl\u00e1\u0161en\u00ed na z\u00e1klad\u011b t\u011bchto dat. Platforma shroma\u017e\u010fuje mno\u017estv\u00ed behavior\u00e1ln\u00edch vzorc\u016f. Zohled\u0148uje se nap\u0159\u00edklad velikost prstu a tlak na displej (na za\u0159\u00edzen\u00edch se dotykovou obrazovkou), rychlost psan\u00ed a plynulost, pohyby my\u0161i, poloha gyroskopu. Tyto \u00fadaje se n\u00e1sledn\u011b vyu\u017e\u00edvaj\u00ed p\u0159i anal\u00fdze chov\u00e1n\u00ed, kdy\u017e se \u00fato\u010dn\u00edk pokou\u0161\u00ed p\u0159ihl\u00e1sit do syst\u00e9mu.<\/p>\n

Jak to funguje v praxi? P\u0159edstavme si, \u017ee klient banky obvykle pou\u017e\u00edv\u00e1 svislou posuvnou li\u0161tu na boku sv\u00e9ho prohl\u00ed\u017ee\u010de pro navigaci a \u00fadaje o sv\u00e9m \u00fa\u010dtu zad\u00e1v\u00e1 pomoc\u00ed bo\u010dn\u00ed \u010d\u00e1sti kl\u00e1vesnice. Ale pak syst\u00e9m zaznamen\u00e1, \u017ee v jedn\u00e9 relaci klient pou\u017e\u00edv\u00e1 kole\u010dko my\u0161i a horizont\u00e1ln\u00ed numerickou kl\u00e1vesnici na horn\u00ed \u010d\u00e1sti kl\u00e1vesnice. Mo\u017en\u00e1 to je znamen\u00ed, \u017ee n\u011bkdo jin\u00fd se pokou\u0161\u00ed z\u00edskat p\u0159\u00edstup k \u00fa\u010dtu.<\/p>\n

Pou\u017e\u00edv\u00e1n\u00edm k\u0159\u00ed\u017eov\u00e9 anal\u00fdzy informac\u00ed z r\u016fzn\u00fdch kan\u00e1l\u016f je syst\u00e9m schopen zjistit anom\u00e1lie, kter\u00e9 vznikaj\u00ed p\u0159i podvodn\u00e9 \u010dinnosti, co\u017e umo\u017e\u0148uje v\u010dasn\u00e9 rozpozn\u00e1v\u00e1n\u00ed takov\u00fdch \u00fatok\u016f.<\/p>\n

\"Do
\nPracovn\u00ed prostor BugFraud<\/i><\/p>\n

Slu\u017eba Buguroo se zab\u00fdv\u00e1 i podvodn\u00fdmi operacemi s nov\u00fdmi \u00fa\u010dty (NAF), tedy situacemi, kdy je nov\u00fd bankovn\u00ed \u00fa\u010det nebo kreditn\u00ed karta otev\u0159ena pomoc\u00ed odcizen\u00fdch \u00fadajn\u016f. Tak\u00e9 nab\u00edz\u00ed pomoc p\u0159i detekci podvodn\u00edk\u016f, kte\u0159\u00ed ji\u017e operuj\u00ed v bankovn\u00edm syst\u00e9mu. K tomu spole\u010dnost nab\u00edz\u00ed \u0159e\u0161en\u00ed Fraudster Hunter, kter\u00e9 je sou\u010d\u00e1st\u00ed jej\u00ed z\u00e1kladn\u00ed platformy BugFraud. \u0158e\u0161en\u00ed je prim\u00e1rn\u011b zam\u011b\u0159eno na detekci poru\u0161ovatel\u016f, kte\u0159\u00ed ji\u017e pronikli do banky. Je d\u016fle\u017eit\u00e9 poznamenat, \u017ee BugFraud je dostupn\u00fd v r\u016fzn\u00fdch variant\u00e1ch nasazen\u00ed. Klienti si mohou vybrat virtu\u00e1ln\u00ed priv\u00e1tn\u00ed cloud<\/a><\/noindex> na b\u00e1zi SaaS nebo lok\u00e1ln\u00ed nasazen\u00ed.<\/p>\n

Nep\u0159etr\u017eit\u00fdm sledov\u00e1n\u00edm aktivity u\u017eivatel\u016f, za\u0159\u00edzen\u00ed, s\u00edt\u00ed a relac\u00ed Buguroo shroma\u017e\u010fuje informace o metod\u00e1ch podvodn\u00edk\u016f, \u010d\u00edm\u017e vytvo\u0159\u00ed jedine\u010dn\u00fd \u201ekyberprofil\u201c pro ka\u017ed\u00e9ho u\u017eivatele, digit\u00e1ln\u00ed DNA vybudovanou pomoc\u00ed tis\u00edc\u016f parametr\u016f souvisej\u00edc\u00edch s behavior\u00e1ln\u00ed biometri\u00ed klienta (v\u010detn\u011b pohyb\u016f chytr\u00e9ho telefonu a my\u0161i, stisk\u016f kl\u00e1ves, profilov\u00e1n\u00ed za\u0159\u00edzen\u00ed, geolokace a z\u00e1znam\u016f o malwarech), kter\u00e1 rozpozn\u00e1v\u00e1 s p\u0159esnost\u00ed 99,2 %. Efektivita \u0159e\u0161en\u00ed byla potvrzena odborn\u00edky. V letech 2018 a 2019 byla spole\u010dnost vyhl\u00e1\u0161ena v\u00edt\u011bzem v kategorii \u201eProdukt roku pro prevenci podvod\u016f\u201c nez\u00e1vislou organizac\u00ed. CyberSecurity Breakthrough<\/a><\/noindex>.<\/p>\n

\"Do
\nCena pro v\u00edt\u011bze<\/i><\/p>\n

Situace na trhu<\/h2>\n

\nBuguroo ji\u017e nyn\u00ed chr\u00e1n\u00ed v\u00edce ne\u017e 50 milion\u016f klient\u016f v Evrop\u011b a Latinsk\u00e9 Americe p\u0159i poskytov\u00e1n\u00ed finan\u010dn\u00edch slu\u017eeb od p\u0159ihl\u00e1\u0161en\u00ed a\u017e po odhl\u00e1\u0161en\u00ed u\u017eivatele. S dal\u0161\u00edmi 11 miliony dolar\u016f v bance pl\u00e1nuje roz\u0161\u00ed\u0159it svou glob\u00e1ln\u00ed p\u0159\u00edtomnost v nov\u00fdch regionech, v\u010detn\u011b USA, Velk\u00e9 Brit\u00e1nie, Francie a N\u011bmecka.<\/p>\n

Buguroo v\u0161ak nen\u00ed jedinou spole\u010dnost\u00ed, kter\u00e1 se pohybuje v oblasti sledov\u00e1n\u00ed behavior\u00e1ln\u00ed biometrie v bank\u00e1ch. Izraelsk\u00e1 BioCatch<\/a><\/noindex>, kter\u00e1 nab\u00edz\u00ed podobn\u00e9 slu\u017eby, z\u00edskala o rok d\u0159\u00edve investice ve v\u00fd\u0161i 30 milion\u016f dolar\u016f. Tato \u010d\u00edsla ukazuj\u00ed skute\u010dn\u00fd z\u00e1jem o takov\u00e9 technologie.<\/p>\n

Buguroo v\u0161ak tvrd\u00ed, \u017ee jeho \u0159e\u0161en\u00ed se li\u0161\u00ed od ostatn\u00edch. Nap\u0159\u00edklad zdokonalen\u00e9 algoritmy behavior\u00e1ln\u00ed biometri\u00ed bugFraud detekuj\u00ed odchylky v chov\u00e1n\u00ed klient\u016f nejrychlej\u0161\u00edm a nejp\u0159esn\u011bj\u0161\u00edm zp\u016fsobem ve srovn\u00e1n\u00ed s jin\u00fdmi \u0159e\u0161en\u00edmi nab\u00edzen\u00fdmi konkurenc\u00ed. Krom\u011b toho \u0159e\u0161en\u00ed spole\u010dnosti vytv\u00e1\u0159\u00ed unik\u00e1tn\u00ed profil pro ka\u017ed\u00e9ho u\u017eivatele a porovn\u00e1v\u00e1 ho s p\u0159edchoz\u00edmi relacemi t\u00e9ho\u017e u\u017eivatele, zat\u00edmco jin\u00e9 slu\u017eby porovn\u00e1vaj\u00ed profil s \u0161ir\u0161\u00edm shlukem \u201edobr\u00e9ho\u201c a \u201e\u0161patn\u00e9ho\u201c chov\u00e1n\u00ed. Toto d\u016fle\u017eit\u00e9 rozli\u0161en\u00ed, proto\u017ee teoreticky mohou podvodn\u00edci zjistit, jak vypad\u00e1 \u201edobr\u00e9\u201c chov\u00e1n\u00ed z pohledu registrace nebo p\u0159ihl\u00e1\u0161en\u00ed na bankovn\u00ed str\u00e1nku. Ale \u00fato\u010dn\u00edkovi je skoro nemo\u017en\u00e9 poznat konkr\u00e9tn\u00ed behavior\u00e1ln\u00ed rysy jednotliv\u00fdch u\u017eivatel\u016f, kter\u00fdm se sna\u017e\u00ed napodobit. <\/p>\n

Odkazuj\u00edc\u00ed se na data RSA<\/a><\/noindex>, Buguroo uv\u00e1d\u00ed, \u017ee p\u0159ibli\u017en\u011b t\u0159etina v\u0161ech p\u0159\u00edpad\u016f podvod\u016f v online bankovnictv\u00ed souvis\u00ed s \u00fa\u010dty p\u0159edpokl\u00e1dan\u011b legitimn\u00edch klient\u016f, kter\u00e9 ve skute\u010dnosti ovl\u00e1daj\u00ed podvodn\u00edci. \u0158e\u0161en\u00ed spole\u010dnosti (Fraudster Hunter) pom\u016f\u017ee odhalit takov\u00e9 profily, co\u017e zt\u00ed\u017e\u00ed \u017eivot kyberzlo\u010dinc\u016fm.<\/p>\n

Co dal\u0161\u00edho si m\u016f\u017eete p\u0159e\u010d\u00edst v blogu Cloud4Y<\/a><\/noindex><\/b><\/p>\n

\u2192 Nastavujeme top v GNU\/Linux<\/a><\/noindex>
\n\u2192 Pentesteri na p\u0159edn\u00ed linii kybernetick\u00e9 bezpe\u010dnosti<\/a><\/noindex>
\n\u2192 Startupy, kter\u00e9 dok\u00e1\u017e\u00ed p\u0159ekvapit<\/a><\/noindex>
\n\u2192 Ekofantastika na ochranu planety <\/a><\/noindex>
\n\u2192 Slan\u00e1 slune\u010dn\u00ed energie<\/a><\/noindex><\/p>\n

Sledujte n\u00e1\u0161 Telegram<\/a><\/noindex>-kan\u00e1l, abyste nezme\u0161kali dal\u0161\u00ed \u010dl\u00e1nek! Publikujeme maxim\u00e1ln\u011b dvakr\u00e1t t\u00fddn\u011b a pouze k v\u011bci. Tak\u00e9 p\u0159ipom\u00edn\u00e1me, \u017ee m\u016f\u017eete bezplatn\u011b vyzkou\u0161et<\/a><\/noindex> cloudov\u00e1 \u0159e\u0161en\u00ed Cloud4Y.
\n
Zdroj: habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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