{"id":24177,"date":"2024-09-24T15:17:33","date_gmt":"2024-09-24T13:17:33","guid":{"rendered":"https:\/\/www.itspy.cz\/thesis\/metody-kvantoveho-pocitani-pro-klasifikaci-malware\/"},"modified":"2024-09-24T15:17:33","modified_gmt":"2024-09-24T13:17:33","slug":"metody-kvantoveho-pocitani-pro-klasifikaci-malware","status":"publish","type":"thesis","link":"https:\/\/www.itspy.cz\/sk\/thesis\/metody-kvantoveho-pocitani-pro-klasifikaci-malware\/","title":{"rendered":"Metody kvantov\u00e9ho po\u010d\u00edt\u00e1n\u00ed pro klasifikaci malware"},"content":{"rendered":"<p>Pr\u00e1ce zkoum\u00e1 mo\u017enosti vyu\u017eit\u00ed kvantov\u00fdch po\u010d\u00edta\u010d\u016f v oblasti<br \/>\ndetekce \u0161kodliv\u00e9ho softwaru (malware) pomoc\u00ed metod<br \/>\nkvantov\u00e9ho strojov\u00e9ho u\u010den\u00ed. C\u00edlem je zjistit, zda mohou<br \/>\nkvantov\u00e9 algoritmy p\u0159ekonat tradi\u010dn\u00ed p\u0159\u00edstupy v t\u00e9to<br \/>\noblasti. Vyvinula jsem software pro p\u0159edzpracov\u00e1n\u00ed vzork\u016f<br \/>\nmalware a implementovala algoritmus Quantum Support Vector<br \/>\nMachine (QSVM), jeho\u017e v\u00fdkonnost jsem n\u00e1sledn\u011b testovala na<br \/>\nskute\u010dn\u00fdch kvantov\u00fdch po\u010d\u00edta\u010d\u00edch od IBM. Pr\u00e1ce pokl\u00e1d\u00e1<br \/>\nz\u00e1klady pro budouc\u00ed v\u00fdzkum v oblasti kvantov\u00e9ho strojov\u00e9ho<br \/>\nu\u010den\u00ed a demonstruje p\u0159\u00ednos pro rozvoj kybernetick\u00e9<br \/>\nbezpe\u010dnosti. St\u011b\u017eejn\u00ed p\u0159\u00ednos pr\u00e1ce zahrnuje nalezen\u00ed a<br \/>\nn\u00e1pravu kritick\u00fdch chyb v p\u016fvodn\u00ed implementaci softwaru pro<br \/>\nv\u00fdpo\u010det kvantov\u00e9ho j\u00e1dra v knihovn\u011b Qiskit Machine Learning.<\/p>\n","protected":false},"featured_media":23689,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[178,179],"thesis-year":[391,407],"class_list":["post-24177","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-391","thesis-year-2024-sk"],"acf":{"autor":"Eli\u0161ka Kr\u00e1tk\u00e1","portret":"","vedouci":"Aur\u00e9l G\u00e1bor G\u00e1bris, Ph.D."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24177","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":0,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24177\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media\/23689"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media?parent=24177"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/university?post=24177"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis-year?post=24177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}