{"id":6183,"date":"2025-03-21T11:39:35","date_gmt":"2025-03-21T10:39:35","guid":{"rendered":"https:\/\/bezpecnevofirme.eset.com\/sk\/?p=6183"},"modified":"2025-03-21T11:39:36","modified_gmt":"2025-03-21T10:39:36","slug":"ked-chybaju-odbornici-ako-ai-pomaha-kyberbezpecnosti","status":"publish","type":"post","link":"https:\/\/bezpecnevofirme.eset.com\/sk\/cybernews\/ked-chybaju-odbornici-ako-ai-pomaha-kyberbezpecnosti\/","title":{"rendered":"Ke\u010f ch\u00fdbaj\u00fa odborn\u00edci: Ako AI pom\u00e1ha kyberbezpe\u010dnosti"},"content":{"rendered":"\n
\"BVF<\/figure>\n\n\n\n
<\/div>\n\n\n\n

Nedostatok odborn\u00edkov v oblasti kybernetickej bezpe\u010dnosti je jednou z najv\u00e4\u010d\u0161\u00edch v\u00fdziev, ktor\u00fdm firmy \u010delia. Rie\u0161enia vyu\u017e\u00edvaj\u00face umel\u00fa inteligenciu (AI) v\u0161ak pom\u00e1haj\u00fa t\u00fato medzeru preklen\u00fa\u0165 \u2013 automatizuj\u00fa detekciu hrozieb, ur\u00fdch\u013euj\u00fa reakcie na incidenty a umo\u017e\u0148uj\u00fa bezpe\u010dnostn\u00fdm t\u00edmom s\u00fastredi\u0165 sa na strategick\u00e9 \u00falohy.<\/em><\/p>\n\n\n\n

Vo\u00a0svete, kde sa kybernetick\u00e9 hrozby s\u00a0ka\u017edou odbitou hodinou vyv\u00edjaj\u00fa, zv\u00e1dza 7,1\u00a0mili\u00f3na odborn\u00edkov na kybernetick\u00fa bezpe\u010dnos\u0165 ne\u013eahk\u00fd boj. Pod\u013ea spr\u00e1vy spolo\u010dnosti BCG o\u00a0pracovnej sile v\u00a0oblasti kybernetickej bezpe\u010dnosti za\u00a0rok\u00a02024<\/a> zost\u00e1va na\u00a0celom svete neobsaden\u00fdch neuverite\u013en\u00fdch 2,8\u00a0mili\u00f3na pracovn\u00fdch miest. Najv\u00e4\u010d\u0161\u00edm po\u010dtom pracovn\u00edkov sa m\u00f4\u017ee pochv\u00e1li\u0165 \u00e1zijsko\u2011tichomorsk\u00e1 oblas\u0165 na\u00a0\u010dele s\u00a0Indiou a\u00a0\u010c\u00ednou, za\u00a0ktorou nasleduje Severn\u00e1 a\u00a0Ju\u017en\u00e1 Amerika a\u00a0potom Eur\u00f3pa. Napriek tomu je ich po\u010det \u017ealostne n\u00edzky: na\u00a0ka\u017ed\u00fdch p\u00e4\u0165 vo\u013en\u00fdch poz\u00edci\u00ed v\u00a0oblasti kybernetickej bezpe\u010dnosti pripadaj\u00fa menej ako \u0161tyria kvalifikovan\u00ed odborn\u00edci.<\/p>\n\n\n\n

Finan\u010dn\u00e9 nap\u00e4tie tento probl\u00e9m e\u0161te zhor\u0161uje, preto\u017ee zastavenie prij\u00edmania zamestnancov a\u00a0\u0161krty v\u00a0rozpo\u010dte<\/a> sa prejavuj\u00fa vo\u00a0v\u00e4\u010d\u0161ej pracovnej z\u00e1\u0165a\u017ei, v\u00a0riziku vyhorenia a\u00a0v\u00a0zn\u00ed\u017eenej spokojnosti s\u00a0pr\u00e1cou, \u010do zvy\u0161uje tlak na\u00a0pre\u0165a\u017een\u00e9 t\u00edmy. Obzvl\u00e1\u0161\u0165 zranite\u013en\u00e9 s\u00fa men\u0161ie firmy, ktor\u00e9 v\u00a0s\u00faboji o\u00a0talentovan\u00fdch \u013eud\u00ed \u010dasto prehr\u00e1vaj\u00fa s\u00a0v\u00e4\u010d\u0161\u00edmi spolo\u010dnos\u0165ami. Nedostatok kvalifikovan\u00fdch odborn\u00edkov sp\u00f4sobuje, \u017ee organiz\u00e1cie v\u0161etk\u00fdch ve\u013ekost\u00ed s\u00fa \u010doraz viac vystaven\u00e9 pokro\u010dil\u00fdm hrozb\u00e1m.<\/p>\n\n\n\n

Umel\u00e1 inteligencia men\u00ed pravidl\u00e1 hry<\/h2>\n\n\n\n

Firmy sa s\u00a0cie\u013eom vyrie\u0161i\u0165 tento nedostatok pracovn\u00edkov obracaj\u00fa na\u00a0umel\u00fa inteligenciu, najm\u00e4 v\u00a0oblasti detekcie hrozieb<\/a><\/strong>. Schopnos\u0165 umelej inteligencie automatizova\u0165 opakuj\u00face sa \u00falohy, zlep\u0161ova\u0165 detekciu hrozieb a\u00a0poskytova\u0165 u\u017eito\u010dn\u00e9 inform\u00e1cie umo\u017e\u0148uje t\u00edmom kybernetickej bezpe\u010dnosti dosiahnu\u0165 viac aj s\u00a0men\u0161\u00edm mno\u017estvom zdrojov. Okrem toho, \u017ee umel\u00e1 inteligencia vyp\u013a\u0148a kapacitn\u00e9 medzery, z\u00e1sadne men\u00ed pr\u00edstup organiz\u00e1ci\u00ed k\u00a0bezpe\u010dnosti.<\/p>\n\n\n\n

K\u013e\u00fa\u010dov\u00e9 aplik\u00e1cie vyu\u017e\u00edvaj\u00face AI<\/h3>\n\n\n\n

Umel\u00e1 inteligencia automatizuje proces anal\u00fdzy protokolov, hl\u00e1senia incidentov a kontroly zranite\u013enost\u00ed, \u010d\u00edm minimalizuje manu\u00e1lnu pr\u00e1cu. Odborn\u00edci s\u00fa osloboden\u00ed od t\u00fdchto \u00faloh a m\u00f4\u017eu sa s\u00fastredi\u0165 na strategick\u00e9 iniciat\u00edvy, ako je tvorba polit\u00edk a proakt\u00edvne vyh\u013ead\u00e1vanie hrozieb. Napr\u00edklad modely spracovania prirodzen\u00e9ho jazyka (Natural Language Processing \u2013 NLP) zefekt\u00edv\u0148uj\u00fa hl\u00e1senia o hrozb\u00e1ch a automatizuj\u00fa protokoly reakcie na incidenty.<\/p>\n\n\n\n

V oblasti detekcie hrozieb a reakcie na incidenty analyzuj\u00fa n\u00e1stroje vyu\u017e\u00edvaj\u00face umel\u00fa inteligenciu obrovsk\u00e9 s\u00fabory \u00fadajov v re\u00e1lnom \u010dase s cie\u013eom odhali\u0165 anom\u00e1lie, predpoveda\u0165 vektory \u00fatoku a klasifikova\u0165 hrozby pod\u013ea z\u00e1va\u017enosti. Anal\u00fdza spr\u00e1vania pom\u00e1ha stanovi\u0165 referen\u010dn\u00e9 hodnoty be\u017en\u00e9ho spr\u00e1vania pou\u017e\u00edvate\u013eov a upozorni\u0165 na odch\u00fdlky, ktor\u00e9 m\u00f4\u017eu by\u0165 znakom vn\u00fatorn\u00fdch hrozieb alebo kompromitovan\u00fdch \u00fa\u010dtov. Okrem toho n\u00e1stroje umelej inteligencie ur\u010duj\u00fa prioritu incidentov klasifik\u00e1ciou hrozieb na z\u00e1klade z\u00e1va\u017enosti, \u010d\u00edm zabezpe\u010duj\u00fa r\u00fdchle rie\u0161enie kritick\u00fdch probl\u00e9mov.<\/p>\n\n\n\n

N\u00e1stroje generovan\u00e9 AI umo\u017e\u0148uj\u00fa t\u00edmom kybernetickej bezpe\u010dnosti r\u00fdchlej\u0161ie identifikova\u0165 \u0161kodliv\u00e9 aktivity, pom\u00e1haj\u00fa pri anal\u00fdze malv\u00e9ru a\u00a0z\u00edskavaj\u00fa u\u017eito\u010dn\u00e9 inform\u00e1cie z\u00a0komplexn\u00fdch \u00fadajov. Pokro\u010dil\u00e9 rie\u0161enia na\u00a0detekciu a\u00a0reakciu na\u00a0hrozby na\u00a0koncov\u00fdch zariadeniach (EDR), ktor\u00e9 vyu\u017e\u00edvaj\u00fa umel\u00fa inteligenciu, pon\u00fakaj\u00fa preh\u013ead o\u00a0aktivit\u00e1ch na\u00a0koncov\u00fdch zariadeniach v\u00a0re\u00e1lnom \u010dase, \u010do umo\u017e\u0148uje r\u00fdchlo reagova\u0165 na\u00a0zero\u2011day hrozby a\u00a0ransomv\u00e9rov\u00e9 \u00fatoky.<\/p>\n\n\n\n

<\/a>K\u00f3d generovan\u00fd umelou inteligenciou<\/h3>\n\n\n\n

Jeden z\u00a0najv\u00fdraznej\u0161\u00edch pr\u00ednosov umelej inteligencie spo\u010d\u00edva v\u00a0generovan\u00ed k\u00f3du. Napr\u00edklad viac ako 25\u00a0% k\u00f3du nov\u00fdch slu\u017eieb Googlu poch\u00e1dza od\u00a0umelej inteligencie<\/a>, pri\u010dom v\u00fdstupy zdokona\u013euj\u00fa a\u00a0dohliadaj\u00fa na\u00a0ne \u013eudsk\u00ed program\u00e1tori. Zr\u00fdchlen\u00edm v\u00fdvojov\u00fdch cyklov a\u00a0zlep\u0161en\u00edm kvality k\u00f3du pom\u00e1ha umel\u00e1 inteligencia preklen\u00fa\u0165 nedostatok talentov a\u00a0zv\u00fd\u0161i\u0165 bezpe\u010dnos\u0165 softv\u00e9ru.<\/p>\n\n\n\n

Umel\u00e1 inteligencia zvy\u0161uje produktivitu automatiz\u00e1ciou opakuj\u00facich sa \u00faloh a\u00a0zaru\u010duje r\u00fdchlej\u0161ie v\u00fdvojov\u00e9 cykly v\u010faka zr\u00fdchlenej tvorbe prototypov a\u00a0implement\u00e1cii. Zvy\u0161uje kvalitu k\u00f3du navrhovan\u00edm optimalizovan\u00fdch rie\u0161en\u00ed a\u00a0presadzovan\u00edm osved\u010den\u00fdch postupov, ako je napr\u00edklad zaoberanie sa bezpe\u010dnos\u0165ou u\u017e v\u00a0\u0161t\u00e1diu n\u00e1vrhu, a\u00a0z\u00e1rove\u0148 pom\u00e1ha v\u00fdvoj\u00e1rom pri u\u010den\u00ed sa nov\u00fdch jazykov a\u00a0r\u00e1mcov.<\/p>\n\n\n\n

Odha\u013eovan\u00edm zranite\u013enost\u00ed a\u00a0zav\u00e1dzan\u00edm bezpe\u010dnostn\u00fdch prvkov n\u00e1sledne umel\u00e1 inteligencia prispieva k\u00a0v\u00fdvoju bezpe\u010dnej\u0161ieho softv\u00e9ru. Okrem toho pom\u00e1ha preklen\u00fa\u0165 rozdiely v\u00a0zru\u010dnostiach, spr\u00edstup\u0148uje komplexn\u00e9 k\u00f3dovanie aj menej sk\u00fasen\u00fdm v\u00fdvoj\u00e1rom a\u00a0podporuje inov\u00e1cie prostredn\u00edctvom netradi\u010dn\u00fdch pr\u00edstupov k\u00a0rie\u0161eniu probl\u00e9mov.<\/p>\n\n\n\n

Napriek svojim v\u00fdhod\u00e1m m\u00e1 k\u00f3d generovan\u00fd umelou inteligenciou zna\u010dn\u00e9 obmedzenia. V\u00fdvoj softv\u00e9ru je vo svojej podstate zlo\u017eit\u00fd proces, ktor\u00fd si vy\u017eaduje dobre vyvinut\u00fd zmysel pre logiku, ch\u00e1panie s\u00favislost\u00ed a tvoriv\u00e9 rie\u0161enie probl\u00e9mov. Hoci umel\u00e1 inteligencia dosiahla zna\u010dn\u00fd pokrok, jej schopnosti v t\u00fdchto kritick\u00fdch oblastiach sa st\u00e1le vyv\u00edjaj\u00fa.<\/p>\n\n\n\n

<\/div>\n\n\n\n
\"BVF<\/a><\/figure>\n\n\n\n
<\/div>\n\n\n\n

Ako AI men\u00ed pracovn\u00e9 miesta<\/h2>\n\n\n\n

Umel\u00e1 inteligencia pretv\u00e1ra odvetvie nad r\u00e1mec rie\u0161enia aktu\u00e1lnych probl\u00e9mov s nedostatkom pracovnej sily. Hoci pon\u00faka bezkonkuren\u010dn\u00fa efekt\u00edvnos\u0165, jej potenci\u00e1l m\u00f4\u017ee by\u0165 e\u0161te v\u00e4\u010d\u0161\u00ed, ke\u010f sa spoj\u00ed s \u013eudskou intu\u00edciou a doh\u013eadom. Rozhodovanie s oh\u013eadom na detaily, strategick\u00e9 predv\u00eddanie a zva\u017eovanie etick\u00e9ho h\u013eadiska s\u00fa schopnosti charakteristick\u00e9 pre kvalifikovan\u00fdch odborn\u00edkov. Najd\u00f4kladnej\u0161ie strat\u00e9gie kybernetickej bezpe\u010dnosti dokonale sp\u00e1jaj\u00fa r\u00fdchlos\u0165 a presnos\u0165 umelej inteligencie s kreativitou a kritick\u00fdm myslen\u00edm \u013eudsk\u00fdch expertov.<\/p>\n\n\n\n

Integr\u00e1cia AI umo\u017e\u0148uje organiz\u00e1ci\u00e1m zefekt\u00edvni\u0165 pr\u00e1cu na\u00a0najni\u017e\u0161\u00edch poz\u00edci\u00e1ch, u\u013eah\u010di\u0165 vstup pracovn\u00edkov na\u00a0trh pr\u00e1ce a\u00a0nanovo definova\u0165 pracovn\u00e9 povinnosti.\u00a0 Poz\u00edcie orientovan\u00e9 na\u00a0umel\u00fa inteligenciu, napr\u00edklad bezpe\u010dnostn\u00ed analytici vyu\u017e\u00edvaj\u00faci t\u00fato technol\u00f3giu alebo\u00a0in\u017einieri zaoberaj\u00faci sa strojov\u00fdm u\u010den\u00edm, sa st\u00e1vaj\u00fa z\u00e1kladn\u00fdmi kame\u0148mi modernej kybernetickej bezpe\u010dnosti. <\/p>\n\n\n\n

Ak chc\u00fa organiz\u00e1cie v\u00a0tomto prostred\u00ed zalo\u017eenom na\u00a0umelej inteligencii prosperova\u0165, musia kl\u00e1s\u0165 d\u00f4raz na rozvoj pracovnej sily prostredn\u00edctvom odbornej pr\u00edpravy, mentorstva a\u00a0medzisektorovej spolupr\u00e1ce. K\u013e\u00fa\u010dom k\u00a0udr\u017eaniu n\u00e1skoku pred vyv\u00edjaj\u00facimi sa hrozbami bude kult\u00fara neust\u00e1leho u\u010denia sa, schopnos\u0165 prisp\u00f4sobi\u0165 sa a\u00a0etick\u00e9 pou\u017e\u00edvanie umelej inteligencie.<\/p>\n\n\n\n

Umel\u00e1 inteligencia nie je len do\u010dasn\u00fdm rie\u0161en\u00edm, je to transforma\u010dn\u00e1 sila. Preklenut\u00edm rozdielov v zru\u010dnostiach, zlep\u0161en\u00edm detek\u010dn\u00fdch schopnost\u00ed a podporou inov\u00e1ci\u00ed umo\u017e\u0148uje organiz\u00e1ci\u00e1m s istotou zvl\u00e1da\u0165 zlo\u017eit\u00e9 probl\u00e9my s\u00fa\u010dasnej kybernetickej bezpe\u010dnosti.<\/p>\n\n\n\n

Aj ke\u010f v\u0161ak umel\u00e1 inteligencia pon\u00faka bezkonkuren\u010dn\u00fa efekt\u00edvnos\u0165, nem\u00f4\u017ee nahradi\u0165 strategick\u00e9 myslenie kvalifikovan\u00fdch odborn\u00edkov a ich schopnos\u0165 zoh\u013ead\u0148ova\u0165 pri rozhodovan\u00ed aj tie najmen\u0161ie detaily. \u013dudsk\u00fd doh\u013ead je na\u010falej nevyhnutn\u00fd na zabezpe\u010denie efekt\u00edvneho a etick\u00e9ho fungovania syst\u00e9mov riaden\u00fdch umelou inteligenciou. Naj\u00fa\u010dinnej\u0161ie strat\u00e9gie kybernetickej bezpe\u010dnosti bud\u00fa kombinova\u0165 r\u00fdchlos\u0165 a efekt\u00edvnos\u0165 umelej inteligencie s \u013eudskou intu\u00edciou a doh\u013eadom.<\/p>\n\n\n\n

<\/a><\/p>\n\n\n\n

<\/a><\/p>\n\n\n\n

<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Nedostatok odborn\u00edkov v oblasti kybernetickej bezpe\u010dnosti je jednou z najv\u00e4\u010d\u0161\u00edch v\u00fdziev, ktor\u00fdm firmy \u010delia. Rie\u0161enia vyu\u017e\u00edvaj\u00face umel\u00fa inteligenciu (AI) v\u0161ak pom\u00e1haj\u00fa t\u00fato medzeru preklen\u00fa\u0165 \u2013 automatizuj\u00fa detekciu hrozieb, ur\u00fdch\u013euj\u00fa reakcie na incidenty a umo\u017e\u0148uj\u00fa bezpe\u010dnostn\u00fdm t\u00edmom s\u00fastredi\u0165 sa na strategick\u00e9 \u00falohy. Vo\u00a0svete, kde sa kybernetick\u00e9 hrozby s\u00a0ka\u017edou odbitou hodinou vyv\u00edjaj\u00fa, zv\u00e1dza 7,1\u00a0mili\u00f3na odborn\u00edkov na kybernetick\u00fa bezpe\u010dnos\u0165 ne\u013eahk\u00fd boj. Pod\u013ea spr\u00e1vy spolo\u010dnosti BCG…<\/p>\n","protected":false},"author":8,"featured_media":6185,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"categories":[102],"tags":[],"class_list":["post-6183","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cybernews"],"yoast_head":"\nKe\u010f ch\u00fdbaj\u00fa odborn\u00edci: Ako AI pom\u00e1ha kyberbezpe\u010dnosti | ESET<\/title>\n<meta name=\"description\" content=\"Na celom svete ch\u00fdbaj\u00fa mili\u00f3ny profesion\u00e1lov na kybernetick\u00fa bezpe\u010dnos\u0165. 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