{"id":15742,"date":"2022-03-17T12:32:31","date_gmt":"2022-03-17T11:32:31","guid":{"rendered":"https:\/\/kinit.sk\/?p=15742"},"modified":"2022-03-28T13:07:53","modified_gmt":"2022-03-28T11:07:53","slug":"discover-the-research-topics-of-our-phd-students","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/discover-the-research-topics-of-our-phd-students\/","title":{"rendered":"Spoznajte v\u00fdskumn\u00e9 t\u00e9my na\u0161ich PhD \u0161tudentov"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>Na\u0161i prv\u00ed doktorandi v KInITe za\u010dali \u0161tudova\u0165 a sk\u00fama\u0165 svoje PhD t\u00e9my v septembri 2021. Niektor\u00e9 z nich s\u00fa in\u0161pirovan\u00e9 v\u00fdzvami priemyslu, in\u00e9 n\u00e1padmi \u0161pi\u010dkov\u00fdch vedcov zo zahrani\u010dia alebo medzin\u00e1rodn\u00fdmi projektami.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>D\u0148a 9. marca 2022 sme mali to pote\u0161enie priv\u00edta\u0165 na\u0161ich mentorov, partnerov, \u0161tudentov a \u010fal\u0161\u00edch virtu\u00e1lnych host\u00ed na \u0161peci\u00e1lnom podujat\u00ed nazvanom <a href=\"http:\/\/youtube.com\/watch?v=7xN9zv2VQjY&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=1\">PhD Showcase<\/a>, kde sme pr\u00e1ce na\u0161ich prv\u00fdch siedmych siedmich doktorandov prezentovali verejnosti.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Po\u010das prvej \u010dasti podujatia doktorandi v kr\u00e1tkosti predstavili svoje v\u00fdskumn\u00e9 a replika\u010dn\u00e9 \u0161t\u00fadie. Ni\u017e\u0161ie n\u00e1jdete kr\u00e1tky \u00favod ku ka\u017edej t\u00e9me.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Potom boli hostia pozvan\u00ed pripoji\u0165 sa do jednej zo siedmich samostatn\u00fdch online miestnost\u00ed, kde sa s jednotliv\u00fdmi doktorandami mohli hlb\u0161ie ponorili do konkr\u00e9tnych t\u00e9m.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Ak ste podujatie nestihli, m\u00f4\u017eete si ho pozrie\u0165 zo z\u00e1znamu na <a href=\"http:\/\/facebook.com\/kinit.sk\/videos\/3160978447519708\" target=\"_blank\" rel=\"noreferrer noopener\">Facebooku<\/a> alebo <a href=\"http:\/\/youtube.com\/watch?v=7xN9zv2VQjY&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=1\" target=\"_blank\" rel=\"noreferrer noopener\">YouTube<\/a>.<\/p>\n<\/div>\n\n<div id=\"our-mentors\" class=\"element acf-members padding-top-0\">\n<section id=\"our-mentors\" class=\"members  padding-top-0\" style=\"background-color: #ffffff;\">\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>PhD \u0161tudenti KInITu<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"members-wrap members-grid members-grid-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/branislav-pecher\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/pecher-1_51330460560_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Branislav Pecher<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/branislav-pecher\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/martin-mocko\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/mocko-web_51330189024_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Martin Mocko<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/martin-mocko\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/jan-cegin\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/cegin-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>J\u00e1n \u010cegi\u0148<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/jan-cegin\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/patrik-goldschmidt\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/goldschmidtweb-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Patrik Goldschmidt<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/patrik-goldschmidt\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/peter-pavlik\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/pavlik-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Peter Pavl\u00edk<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/peter-pavlik\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/ivana-benova\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/benova-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Ivana Be\u0148ov\u00e1<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">AI Specialist<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/ivana-benova\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/matej-cief\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/cief-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Matej \u010cief<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">PhD Student 09\/2021-06\/2025<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/matej-cief\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-a583c0e2-9e00-4e27-b251-2b2a184b8722\"><strong>Ivana Be\u0148ov\u00e1<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-3b7a80cf-dac5-4c80-8941-fd512bd6703d\"><strong><em>Spracovanie prirodzen\u00e9ho jazyka: <a href=\"https:\/\/www.youtube.com\/watch?v=0Li_3V_kKig&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=2\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Sk\u00famanie porozumenia multimod\u00e1lnych modelov<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u201eKombinovanie jazykov\u00fdch a vizu\u00e1lnych vnemov je pre \u013eud\u00ed ve\u013emi prirodzen\u00e9, no natr\u00e9nova\u0165 deep learning modely, ktor\u00e9 by to robili je ve\u013emi n\u00e1ro\u010dn\u00e9. Multimod\u00e1lne spracovanie m\u00f4\u017ee ma\u0165 mnoho aplik\u00e1ci\u00ed, napr\u00edklad m\u00f4\u017ee by\u0165 u\u017eito\u010dn\u00e9 na pomoc \u013eu\u010fom so zrakov\u00fdm postihnut\u00edm alebo pre automatick\u00e9 pochopenie obr\u00e1zkov na soci\u00e1lnych m\u00e9di\u00e1ch a n\u00e1sledn\u00e9 z\u00e1kazanie t\u00fdch, ktor\u00e9 poru\u0161uj\u00fa pravidl\u00e1. Tie\u017e m\u00f4\u017ee by\u0165 pou\u017eit\u00e9 na generovanie popisov MRI alebo CT skenov v zdravotn\u00edctve.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Modely zalo\u017een\u00e9 na neur\u00f3nov\u00fdch sie\u0165ach v\u0161ak maj\u00fa jednu nev\u00fdhodu: maj\u00fa mili\u00f3ny parametrov a preto s\u00fa pre n\u00e1s ne\u010ditate\u013en\u00e9 a nevieme na z\u00e1klade ak\u00fdch inform\u00e1ci\u00ed dosahuj\u00fa svoje v\u00fdstupy.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Vo svojej pr\u00e1ci sa zameriavam na zauj\u00edmav\u00fa v\u00fdskumn\u00fa ot\u00e1zku, \u010di najmodernej\u0161ie multimod\u00e1lne transform\u00e1tory dosiahli dobr\u00e9 v\u00fdsledky v\u010faka hlbok\u00e9mu pochopeniu oboch modal\u00edt alebo na z\u00e1klade nespr\u00e1vnych dojmov.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-4d219d5d-dcdb-4739-b7bd-7629c5cad5ec\"><strong>J\u00e1n \u010cegi\u0148<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-96cdd88d-ae0b-42a6-a1b0-9179317d8168\"><strong><em>Detekcia dezinform\u00e1ci\u00ed: <a href=\"https:\/\/www.youtube.com\/watch?v=03bZPgQgUlw&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=3\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Generovanie nepriate\u013esk\u00fdch vzoriek pomocou \u013eudsk\u00e9ho faktora<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-f7a48b08-6135-4901-9a83-de4cf97f3263\">\u201eDetektory falo\u0161n\u00fdch spr\u00e1v maj\u00fa za \u00falohu vyhodnoti\u0165, \u010di je dan\u00e1 inform\u00e1cia pravdiv\u00e1 alebo nepravdiv\u00e1. Na zv\u00fd\u0161enie odolnosti syst\u00e9mu sa pou\u017e\u00edvaj\u00fa nepriate\u013esk\u00e9 vzorky, ktor\u00e9 s\u00fa vytvoren\u00e9 pomocou klamliv\u00fdch por\u00fach vo vstupnom texte. Tak\u00e9to vzorky sme zhroma\u017e\u010fovali pomocou hry. Hr\u00e1\u010di mali za \u00falohu vytvori\u0165 vzorky, ktor\u00e9 by oklamali detektor falo\u0161n\u00fdch spr\u00e1v. Z\u00edskali sme cenn\u00fd poh\u013ead na to, ako vznikaj\u00fa tak\u00e9to vzorky. Tieto inform\u00e1cie s\u00fa z\u00e1kladom pre n\u00e1\u0161 bud\u00faci v\u00fdskum.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-87b4cbaa-7a66-4f1c-9559-5b827c105770\">\ufeff<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-bfc13cc9-4874-4d9f-96f3-5f1325257ea1\"><strong>Matej \u010cief<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-b32327e3-5ed8-4b41-9910-cebb32b573b5\"><strong><em>E-commerce: <a href=\"https:\/\/www.youtube.com\/watch?v=TFZL3g9RNfE&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=4\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Offline vyhodnotenie \u0161trukt\u00farovan\u00fdch odpor\u00fa\u010dan\u00ed<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u201ePracujem na offline vyhodnoten\u00ed a optimaliz\u00e1cii odpor\u00fa\u010dac\u00edch syst\u00e9mov. V podstate sa sna\u017e\u00edm vytvori\u0165 lep\u0161\u00ed sp\u00f4sob vyhodnocovania nov\u00fdch algoritmov, aby sa nemuseli pou\u017e\u00edva\u0165 z\u00e1kazn\u00edci ako pokusn\u00e9 kr\u00e1liky na A\/B testovanie. Cie\u013eom je zlep\u0161i\u0165 celkov\u00fa kvalitu odpor\u00fa\u010dac\u00edch syst\u00e9mov a zabr\u00e1ni\u0165 nasadeniu zl\u00fdch algoritmov s potenci\u00e1lne \u0161kodliv\u00fdmi n\u00e1sledkami, ako je napr. \u0161\u00edrenie dezinform\u00e1ci\u00ed.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>T\u00fato t\u00e9mu som si vybral, lebo m\u00f4j extern\u00fd mentor je jedn\u00fdm z najv\u00e4\u010d\u0161\u00edch odborn\u00edkov v tejto oblasti. Moja t\u00e9ma sp\u00e1ja v sebe v\u0161etko, \u010do m\u00e1m r\u00e1d \u2013 strojov\u00e9 u\u010denie, u\u010denie s posil\u0148ovan\u00edm a \u0161tatistiku. Je to aktu\u00e1lna t\u00e9ma s potenci\u00e1lne obrovsk\u00fdm dosahom a perspekt\u00edvnou kari\u00e9rou.&nbsp;<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Moja pr\u00e1ca m\u00e1 potenci\u00e1lne vyu\u017eitie pri v\u00fdvoji a tr\u00e9novan\u00ed ak\u00e9hoko\u013evek nov\u00e9ho odpor\u00fa\u010dacieho syst\u00e9mu. Predstavte si, \u017ee budete ma\u0165 lep\u0161ie odpor\u00fa\u010dania filmov na Netflixe alebo vhodnej\u0161ie doporu\u010den\u00e9 pr\u00edspevky na Instagrame.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-100faa6d-9b8d-4936-8084-b948b90076e2\">\ufeff<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-7c4d1f76-4301-41b7-ab4c-08b37c3c3dd0\"><strong>Patrik Goldschmidt<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-8af1096c-21c9-42c1-a52e-af838a61d710\"><strong><em>Kybernetick\u00e1 bezpe\u010dnos\u0165: <a href=\"https:\/\/www.youtube.com\/watch?v=NaK-4wUE4Cw&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=5\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Detektor kybernetick\u00fdch \u00fatokov na b\u00e1ze strojov\u00e9ho u\u010denia<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-d5ef323b-d8ca-4687-8f57-e586fbb2101e\">\u201eM\u00f4j v\u00fdskum sa zameriava na odha\u013eovanie anom\u00e1li\u00ed, ako s\u00fa kybernetick\u00e9 incidenty, v po\u010d\u00edta\u010dov\u00fdch sie\u0165ach pomocou strojov\u00e9ho u\u010denia. Schopnos\u0165 odhali\u0165 tieto udalosti na \u00farovni siete je k\u013e\u00fa\u010dov\u00e1 pre identifik\u00e1ciu \u00fatokov v ich po\u010diato\u010dn\u00fdch \u0161t\u00e1di\u00e1ch, a t\u00fdm p\u00e1dom ochr\u00e1ni\u0165 kritick\u00fa infra\u0161trukt\u00faru komer\u010dn\u00fdch alebo vl\u00e1dnych ent\u00edt. Ke\u010f\u017ee sa v oblasti po\u010d\u00edta\u010dov\u00fdch siet\u00ed a kybernetickej bezpe\u010dnosti pohybujem u\u017e viac ako desa\u0165 rokov, rozhodol som sa vyu\u017ei\u0165 svoje odborn\u00e9 znalosti vo v\u00fdskume a d\u00fafam, \u017ee jedn\u00e9ho d\u0148a pom\u00f4\u017eem urobi\u0165 Internet bezpe\u010dnej\u0161\u00edm miestom.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-4b330c23-4b75-468b-9a52-244a9e4e3c8f\">\ufeff<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-f43ac728-81bf-4f2f-a475-8cbc9441b744\"><strong>Martin Mocko&nbsp;<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-091b1667-11f4-43d6-8be9-394269cfdea5\"><strong><em><strong><em>Kybernetick\u00e1 bezpe\u010dnos\u0165:<\/em><\/strong> <a href=\"https:\/\/www.youtube.com\/watch?v=7zh1NVNdBmQ&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=6\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Zachyti\u0165 viac malv\u00e9ru pomocou hlbok\u00e9ho klastrovania<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u201eVo svojej pr\u00e1ci \u0161tudujem, ako m\u00f4\u017eu met\u00f3dy hlbok\u00e9ho zhlukovania pom\u00f4c\u0165 zlep\u0161i\u0165 zhlukovanie ben\u00edgnych programov a programov so \u0161kodliv\u00fdm softv\u00e9rom.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Moja pr\u00e1ca m\u00f4\u017ee ur\u00fdchli\u0165 detekciu nov\u00fdch, doteraz nikdy neviden\u00fdch \u0161kodliv\u00fdch programov. Tieto programy dok\u00e1\u017eu sp\u00f4sobi\u0165 \u0161kody v rozsahu a\u017e mili\u00f3nov dol\u00e1rov, ak zostan\u00fa nepov\u0161imnut\u00e9. V\u010dasn\u00e1 detekcia je k\u013e\u00fa\u010dov\u00e1, ke\u010f\u017ee v minulom roku bol zaznamenan\u00fd rekord v po\u010dte nov\u00fdch unik\u00e1tnych vzoriek malv\u00e9ru.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>T\u00fato v\u00fdskumn\u00fa t\u00e9mu som si vybral, preto\u017ee mi d\u00e1va pr\u00edle\u017eitos\u0165 pracova\u0165 na skuto\u010dn\u00fdch probl\u00e9moch v spolupr\u00e1ci s na\u0161\u00edm partnerom v oblasti kybernetickej bezpe\u010dnosti, spolo\u010dnos\u0165ou ESET. Z\u00e1rove\u0148 m\u00f4\u017eem vyu\u017e\u00edva\u0165 svoje schopnosti v oblasti strojov\u00e9ho u\u010denia a umelej inteligencie.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-fdbab236-3d15-46e3-9688-9d9693fb7dc2\">\ufeff<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-2514eff7-c60e-4c7d-9d10-3ca10cc89805\"><strong>Peter Pavl\u00edk<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-5b042c94-4cdc-43af-b672-6cc1fb30c1a7\"><strong><em><strong><em>\u017divotn\u00e9 prostredie:<\/em><\/strong> <a href=\"https:\/\/www.youtube.com\/watch?v=fcGjMB46crU&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=7\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Predpovedanie pre zlep\u0161enie \u00fadr\u017eby ciest pomocou hlbok\u00e9ho u\u010denia<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>\u201eT\u00e9mou m\u00f4jho v\u00fdskumu je zimn\u00e1 \u00fadr\u017eba ciest s vyu\u017eit\u00edm inovat\u00edvnych pr\u00edstupov predikt\u00edvneho modelovania a optimaliza\u010dn\u00fdch algoritmov so zameran\u00edm na met\u00f3dy strojov\u00e9ho u\u010denia a umelej inteligencie. Spolo\u010dne s na\u0161\u00edm priemyseln\u00fdm partnerom, spolo\u010dnos\u0165ou Softec, sa sna\u017e\u00edme urobi\u0165 zimn\u00e9 cesty bezpe\u010dnej\u0161ie a doch\u00e1dzanie r\u00fdchlej\u0161ie.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Z\u00e1rove\u0148 je cie\u013eom zn\u00ed\u017ei\u0165 dopad na \u017eivotn\u00e9 prostredie a minimalizova\u0165 n\u00e1klady na \u013eudsk\u00fa pr\u00e1cu, materi\u00e1ly a \u00fadr\u017ebov\u00e9 slu\u017eby. Zmier\u0148ovanie environment\u00e1lnych \u0161k\u00f4d bolo mojou najv\u00e4\u010d\u0161ou motiv\u00e1ciou pri v\u00fdbere v\u00fdskumnej t\u00e9my, ke\u010f\u017ee ochrana \u017eivotn\u00e9ho prostredia bola pre m\u0148a v\u017edy ve\u013emi d\u00f4le\u017eit\u00e1.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-6da72ddd-e48d-4c67-8e54-b82e60b75ea2\">\ufeff<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-59ea5830-d314-4072-bac3-feb04eb1dbf9\"><strong>Branislav Pecher<\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p id=\"block-39764626-9ffe-4e99-bbb0-0fa9e2ed309e\"><strong><em><strong><em>Detekcia dezinform\u00e1ci\u00ed:<\/em><\/strong> <a href=\"https:\/\/www.youtube.com\/watch?v=EkSfLTCjIEs&amp;list=PLfthLmi14wcXDcBLYzeHvANdRKBekL--l&amp;index=8\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><em>Stabilita strojov\u00e9ho u\u010denia s obmedzen\u00fdmi ozna\u010den\u00fdmi \u00fadajmi<\/em><\/strong><\/a><\/em><\/strong><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>&#8222;V r\u00e1mci doktorandsk\u00e9ho \u0161t\u00fadia sa zaober\u00e1m u\u013eah\u010den\u00edm pr\u00e1ce overovate\u013eov faktov. V r\u00e1mci medzin\u00e1rodn\u00e9ho v\u00fdskumn\u00e9ho projektu CEDMO pom\u00e1ham automatizova\u0165 niektor\u00e9 \u010dasti procesu overovania faktov s vyu\u017eit\u00edm strojov\u00e9ho u\u010denia.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Oblas\u0165 dezinform\u00e1ci\u00ed je charakteristick\u00e1 nedostatkom zna\u010diek, ktor\u00e9 s\u00fa \u010dastokr\u00e1t rozlo\u017een\u00e9 naprie\u010d r\u00f4znymi jazykmi a \u00falohami, preto vyu\u017e\u00edvame pr\u00edstupy strojov\u00e9ho u\u010denia s obmedzen\u00fdm po\u010dtom zna\u010diek, ktor\u00e9 dok\u00e1\u017eu dosiahnu\u0165 dobr\u00fa prenosite\u013enos\u0165 znalost\u00ed naprie\u010d \u00falohami. \u00daspe\u0161nos\u0165 tohto prenosu a celkov\u00fa stabilitu v\u00fdsledkov ovplyv\u0148uje ve\u013ea faktorov. Preto sk\u00famame jednotliv\u00e9 faktory, ktor\u00e9 ovplyv\u0148uj\u00fa stabilitu a \u00faspe\u0161nos\u0165 prenosu, aby sme mohli lep\u0161ie kontrolova\u0165 ich \u00fa\u010dinky, \u010do n\u00e1sledne pom\u00f4\u017ee pri v\u00fdvoji \u00faspe\u0161nej\u0161\u00edch a efekt\u00edvnej\u0161\u00edch n\u00e1strojov strojov\u00e9ho u\u010denia na automatiz\u00e1ciu \u00faloh potrebn\u00fdch na overovanie faktov.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>Pracujem tak na aktu\u00e1lnom a re\u00e1lnom probl\u00e9me, pri\u010dom v\u010faka v\u00fdskumn\u00e9mu projektu r\u00fdchlo vid\u00edm v\u00fdsledky svojej pr\u00e1ce v praxi.\u201c<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">Z\u00e1znam z podujatia<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-embed wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"KInIT PhD Showcase 2022\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube.com\/embed\/7xN9zv2VQjY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><em>\u010eakujeme spolo\u010dnosti <a href=\"https:\/\/www.hubhub.com\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\">HubHub<\/a> za priestor na nat\u00e1\u010danie.<\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><em>KInIT PhD \u0161t\u00fadium je realizovan\u00e9 v spolupr\u00e1ci s <a href=\"http:\/\/fit.vut.cz\/applicants\/degree-programme\/#dr\" target=\"_blank\" rel=\"noreferrer noopener\">Fakultou informa\u010dn\u00edch technologi\u00ed VUT Brno<\/a>. <\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><em>V\u00fdskum prezentovan\u00fd na tomto podujat\u00ed bol \u010diasto\u010dne financovan\u00fd Ministerstvom \u0161kolstva, vedy, v\u00fdskumu a \u0161portu SR. <\/em><\/p>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-1024x432.jpg\" alt=\"\" class=\"wp-image-15819 lazyload\" width=\"283\" height=\"119\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-1024x432.jpg 1024w, https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-300x126.jpg 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-768x324.jpg 768w, https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-1536x647.jpg 1536w, https:\/\/kinit.sk\/wp-content\/uploads\/2022\/03\/logo_min_edu_sk-2048x863.jpg 2048w\" data-sizes=\"(max-width: 283px) 100vw, 283px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 283px; --smush-placeholder-aspect-ratio: 283\/119;\" \/><\/figure>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Na\u0161i prv\u00ed doktorandi v KInITe za\u010dali \u0161tudova\u0165 a sk\u00fama\u0165 svoje PhD t\u00e9my v septembri 2021. Niektor\u00e9 z nich s\u00fa in\u0161pirovan\u00e9 v\u00fdzvami priemyslu, in\u00e9 n\u00e1padmi \u0161pi\u010dkov\u00fdch vedcov zo zahrani\u010dia alebo medzin\u00e1rodn\u00fdmi&#8230;<\/p>\n","protected":false},"author":26,"featured_media":15746,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[67,83,349],"tags":[116,374],"class_list":["post-15742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-sk","category-news-sk","category-2022-sk","tag-phd-sk","tag-phd-at-kinit-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Spoznajte v\u00fdskumn\u00e9 t\u00e9my na\u0161ich PhD \u0161tudentov - KInIT<\/title>\n<meta name=\"description\" content=\"Our first PhD students at KInIT began studying and researching their topics in September 2021. Some of the research topics are inspired by industry challenges, some by ideas from top scientists abroad or by international projects. On March 9th 2022, we presented the work of seven PhD students at KInIT.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/discover-the-research-topics-of-our-phd-students\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Spoznajte v\u00fdskumn\u00e9 t\u00e9my na\u0161ich PhD \u0161tudentov - KInIT\" \/>\n<meta property=\"og:description\" content=\"Our first PhD students at KInIT began studying and researching their topics in September 2021. Some of the research topics are inspired by industry challenges, some by ideas from top scientists abroad or by international projects. 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