{"id":16603,"date":"2025-07-01T10:20:59","date_gmt":"2025-07-01T08:20:59","guid":{"rendered":"https:\/\/www.slovensko.ai\/?p=16603"},"modified":"2025-07-01T11:09:10","modified_gmt":"2025-07-01T09:09:10","slug":"ako-ai-chrani-nas-pred-kybernetickymi-utokmi-skor-nez-sa-stanu","status":"publish","type":"post","link":"https:\/\/www.slovensko.ai\/en\/ako-ai-chrani-nas-pred-kybernetickymi-utokmi-skor-nez-sa-stanu\/","title":{"rendered":"Ako AI chr\u00e1ni n\u00e1s pred kybernetick\u00fdmi \u00fatokmi sk\u00f4r, ne\u017e sa stan\u00fa"},"content":{"rendered":"
<\/span> 508<\/span> Viden\u00ed<\/span><\/div>

V dobe, ke\u010f kybernetick\u00e9 hrozby rast\u00fa exponenci\u00e1lne a \u00fato\u010dn\u00edci s\u00fa \u010doraz rafinovanej\u0161\u00ed, je klasick\u00e1 obrana v podobe firewallov a antiv\u00edrusov\u00fdch programov u\u017e nedostato\u010dn\u00e1. Organiz\u00e1cie a bezpe\u010dnostn\u00e9 t\u00edmy sa obracaj\u00fa na technol\u00f3giu, ktor\u00e1 m\u00e1 potenci\u00e1l meni\u0165 pravidl\u00e1 hry \u2013 umel\u00fa inteligenciu<\/a> (AI)<\/strong>.<\/p>\n

Dnes u\u017e nejde len o reakciu na \u00fatoky. Modern\u00e9 bezpe\u010dnostn\u00e9 rie\u0161enia poh\u00e1\u0148an\u00e9 AI umo\u017e\u0148uj\u00fa predikova\u0165 potenci\u00e1lne hrozby sk\u00f4r, ne\u017e d\u00f4jde k ich samotnej realiz\u00e1cii<\/strong>. Tento pr\u00edstup men\u00ed paradigmu obrany \u2013 z reakt\u00edvnej na proakt\u00edvnu.<\/p>\n

Ako funguje predikt\u00edvna bezpe\u010dnos\u0165 pomocou AI?<\/h2>\n

Z\u00e1kladom predikcie je obrovsk\u00e9 mno\u017estvo d\u00e1t. AI zhroma\u017e\u010fuje a analyzuje inform\u00e1cie z r\u00f4znych zdrojov \u2013 logy serverov, sie\u0165ov\u00e1 prev\u00e1dzka, d\u00e1ta z koncov\u00fdch bodov, spr\u00e1vanie pou\u017e\u00edvate\u013eov, ale aj glob\u00e1lne trendy, geopolitick\u00e9 udalosti \u010di spr\u00e1vy od bezpe\u010dnostn\u00fdch in\u0161tit\u00faci\u00ed.<\/p>\n

Pomocou strojov\u00e9ho u\u010denia a korel\u00e1cie d\u00e1t<\/strong> dok\u00e1\u017ee AI vyhodnoti\u0165, \u017ee podobn\u00e9 vzorce spr\u00e1vania boli v minulosti predzves\u0165ou \u00fatoku. Ak napr\u00edklad zaznamen\u00e1, \u017ee sa na viacer\u00fdch miestach objavuje rovnak\u00fd typ phishingov\u00e9ho e-mailu alebo \u0161kodliv\u00fd k\u00f3d, syst\u00e9m vie upozorni\u0165, \u017ee ide o \u0161ir\u0161iu kampa\u0148, ktor\u00e1 sa m\u00f4\u017ee roz\u0161\u00edri\u0165 aj na \u010fal\u0161ie subjekty. A to e\u0161te sk\u00f4r, ne\u017e \u00fato\u010dn\u00edk v\u00f4bec za\u00fato\u010d\u00ed na konkr\u00e9tnu firmu.<\/p>\n

Detekcia anom\u00e1li\u00ed \u2013 AI vid\u00ed, \u010do \u013eudsk\u00e9 oko prehliadne<\/h2>\n

Jednou z najsilnej\u0161\u00edch str\u00e1nok AI v oblasti kyberbezpe\u010dnosti je schopnos\u0165 detekova\u0165 anom\u00e1lie v spr\u00e1van\u00ed<\/strong>. Zatia\u013e \u010do \u010dlovek si nemus\u00ed v\u0161imn\u00fa\u0165, \u017ee niekto poslal e-mail o tretej r\u00e1no alebo sa prihl\u00e1sil z nezvy\u010dajnej krajiny, AI si tieto \u201enepatrnosti\u201c v\u0161imne okam\u017eite.<\/p>\n

Syst\u00e9m porovn\u00e1va aktu\u00e1lne spr\u00e1vanie s historick\u00fdmi \u00fadajmi a modeluje tzv. norm\u00e1lny profil pou\u017e\u00edvate\u013ea alebo syst\u00e9mu<\/strong>. Ak nie\u010do odch\u00fdli od tohto profilu \u2013 napr\u00edklad ne\u0161tandardn\u00e1 sie\u0165ov\u00e1 komunik\u00e1cia, neobvykl\u00fd prenos d\u00e1t alebo ne\u010dakan\u00e9 po\u017eiadavky na pr\u00edstup \u2013 AI vyd\u00e1 varovanie alebo rovno zablokuje \u010dinnos\u0165.<\/p>\n

T\u00e1to schopnos\u0165 je mimoriadne cenn\u00e1 najm\u00e4 pri \u00fatokoch typu zero-day<\/strong>, kedy neexistuje \u017eiadny zn\u00e1my podpis \u00fatoku, ale spr\u00e1vanie \u00fato\u010dn\u00edka je nato\u013eko odli\u0161n\u00e9, \u017ee ho AI identifikuje ako potenci\u00e1lne nebezpe\u010dn\u00e9.<\/p>\n

Digit\u00e1lna forenzn\u00e1 anal\u00fdza: AI ako analytik po \u00fatoku<\/h2>\n

V pr\u00edpade, \u017ee d\u00f4jde k incidentu, je potrebn\u00e9 r\u00fdchlo zisti\u0165, \u010do sa stalo, ako sa \u00fato\u010dn\u00edk dostal dovn\u00fatra, ak\u00e9 \u0161kody sp\u00f4sobil a \u010do je potrebn\u00e9 opravi\u0165. Tu AI vstupuje do role digit\u00e1lneho detekt\u00edva<\/strong>.<\/p>\n

Analyzuje logy, z\u00e1znamy z kamerov\u00fdch syst\u00e9mov, transak\u010dn\u00e9 \u00fadaje, e-maily \u010di in\u00e9 digit\u00e1lne stopy. Pomocou vyspel\u00fdch algoritmov dok\u00e1\u017ee rekon\u0161truova\u0165 \u00fatok, \u010dasto aj sp\u00e4tne odhali\u0165 p\u00f4vod \u00fato\u010dn\u00edka a sp\u00f4sob prieniku. AI je pritom schopn\u00e1 spracova\u0165 n\u00e1sobne viac d\u00e1t ne\u017e \u010dlovek a bezchybne si v\u0161\u00edma prepojenia, ktor\u00e9 by inak unikli pozornosti.<\/p>\n

AI nie je samospasite\u013en\u00e1: Potrebuje odborn\u00edkov a etick\u00fd r\u00e1mec<\/h2>\n

Aj ke\u010f AI dok\u00e1\u017ee neuverite\u013en\u00e9 veci, nie je dokonal\u00e1 a nem\u00f4\u017ee fungova\u0165 bez \u010dloveka<\/strong>. V prvom rade potrebuje kvalitn\u00e9 d\u00e1ta \u2013 ak s\u00fa ne\u00fapln\u00e9, skreslen\u00e9 alebo citliv\u00e9 a nevhodne spracovan\u00e9, m\u00f4\u017ee pr\u00eds\u0165 k chybn\u00fdm rozhodnutiam.<\/p>\n

Preto je d\u00f4le\u017eit\u00e9 zapoji\u0165 do procesu aj \u013eudsk\u00fdch analytikov<\/strong>, ktor\u00ed overuj\u00fa v\u00fdstupy AI, ur\u010duj\u00fa z\u00e1va\u017enos\u0165 incidentov a prij\u00edmaj\u00fa fin\u00e1lne rozhodnutia. Tento princ\u00edp sa ozna\u010duje ako human-in-the-loop<\/strong>, teda \u010dlovek ako s\u00fa\u010das\u0165 rozhodovacieho re\u0165azca AI syst\u00e9mov.<\/p>\n

Z\u00e1rove\u0148 je potrebn\u00e9 dba\u0165 na etick\u00fa a pr\u00e1vnu str\u00e1nku veci<\/strong>. Spracovanie osobn\u00fdch \u00fadajov, geopolitick\u00fdch inform\u00e1ci\u00ed \u010di kamerov\u00fdch z\u00e1znamov vy\u017eaduje pr\u00edsne dodr\u017eiavanie legislat\u00edvy ako GDPR. AI by nemala by\u0165 \u201e\u010diernou skrinkou\u201c, ale transparentn\u00fdm n\u00e1strojom, ktor\u00e9mu je mo\u017en\u00e9 d\u00f4verova\u0165.<\/p>\n

V\u00fdzvy, ktor\u00e9 \u010dakaj\u00fa bezpe\u010dnostn\u00fd sektor<\/h2>\n

Zav\u00e1dzanie AI do oblasti bezpe\u010dnosti prin\u00e1\u0161a viacero v\u00fdziev:<\/p>\n

    \n
  1. \n

    Dostupnos\u0165 kvalitn\u00fdch d\u00e1t<\/strong> \u2013 AI potrebuje d\u00e1ta, ktor\u00e9 s\u00fa relevantn\u00e9, aktu\u00e1lne a dobre \u0161trukt\u00farovan\u00e9.<\/p>\n<\/li>\n

  2. \n

    Nedostatok expertov<\/strong> \u2013 Aj ke\u010f AI dok\u00e1\u017ee automatizova\u0165 niektor\u00e9 \u010dinnosti, st\u00e1le je nedostatok sk\u00fasen\u00fdch bezpe\u010dnostn\u00fdch analytikov, ktor\u00ed ch\u00e1pu \u0161ir\u0161\u00ed kontext.<\/p>\n<\/li>\n

  3. \n

    Etika a d\u00f4vera<\/strong> \u2013 U\u017e dnes sa diskutuje o tom, ak\u00e9 rozhodnutia by mala ma\u0165 AI v ruk\u00e1ch a kde mus\u00ed zasiahnu\u0165 \u010dlovek.<\/p>\n<\/li>\n

  4. \n

    Zlo\u017eitos\u0165 integr\u00e1cie<\/strong> \u2013 Vlo\u017eenie AI do existuj\u00facich syst\u00e9mov si vy\u017eaduje premyslen\u00fa architekt\u00faru a \u010dasto aj reorganiz\u00e1ciu cel\u00e9ho IT bezpe\u010dnostn\u00e9ho r\u00e1mca.<\/p>\n<\/li>\n<\/ol>\n

    Z\u00e1ver: Bud\u00facnos\u0165 patr\u00ed spolupr\u00e1ci AI a \u010dloveka<\/h2>\n

    U\u017e dnes je zrejm\u00e9, \u017ee bez AI sa modern\u00e1 kybernetick\u00e1 bezpe\u010dnos\u0165 nezaob\u00edde. Technol\u00f3gia umo\u017e\u0148uje organiz\u00e1ci\u00e1m chr\u00e1ni\u0165 sa r\u00fdchlej\u0161ie, efekt\u00edvnej\u0161ie a s vy\u0161\u0161ou mierou presnosti. No na to, aby bola \u00fa\u010dinn\u00e1, mus\u00ed by\u0165 postaven\u00e1 na spo\u013eahliv\u00fdch d\u00e1tach, \u013eudskej expert\u00edze a etickej zodpovednosti.<\/p>\n

    Artificial intelligence<\/a> nie je n\u00e1hradou \u010dloveka, ale jeho pred\u013a\u017eenou rukou v digit\u00e1lnom priestore<\/strong> \u2013 schopnou predv\u00edda\u0165, analyzova\u0165 a chr\u00e1ni\u0165 tam, kde by \u013eudsk\u00e9 kapacity nesta\u010dili.<\/p>","protected":false},"excerpt":{"rendered":"

    508 Viden\u00edV dobe, ke\u010f kybernetick\u00e9 hrozby rast\u00fa exponenci\u00e1lne a \u00fato\u010dn\u00edci s\u00fa \u010doraz rafinovanej\u0161\u00ed, je klasick\u00e1 obrana v podobe firewallov a antiv\u00edrusov\u00fdch programov u\u017e nedostato\u010dn\u00e1. Organiz\u00e1cie a bezpe\u010dnostn\u00e9 t\u00edmy sa obracaj\u00fa na technol\u00f3giu, ktor\u00e1 m\u00e1 potenci\u00e1l meni\u0165 pravidl\u00e1 hry \u2013 umel\u00fa inteligenciu (AI). Dnes u\u017e nejde len o reakciu na \u00fatoky. Modern\u00e9 bezpe\u010dnostn\u00e9 rie\u0161enia poh\u00e1\u0148an\u00e9 AI […]<\/p>\n","protected":false},"author":5,"featured_media":16604,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[51],"tags":[377,79,53],"class_list":["post-16603","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-novinky","tag-slovensko-ai","tag-umela-inteligencia"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/16603"}],"collection":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/comments?post=16603"}],"version-history":[{"count":1,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/16603\/revisions"}],"predecessor-version":[{"id":16605,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/16603\/revisions\/16605"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media\/16604"}],"wp:attachment":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media?parent=16603"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/categories?post=16603"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/tags?post=16603"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}