{"id":54269,"date":"2023-11-13T10:17:08","date_gmt":"2023-11-13T09:17:08","guid":{"rendered":"https:\/\/www.soitron.com\/?p=54269"},"modified":"2023-12-21T14:40:57","modified_gmt":"2023-12-21T13:40:57","slug":"injektaz-skodlivych-kodu","status":"publish","type":"post","link":"https:\/\/new.soitron.com\/cs\/injektaz-skodlivych-kodu\/","title":{"rendered":"Injekt\u00e1\u017e \u0161kodliv\u00fdch k\u00f3d\u016f do generativn\u00ed AI m\u016f\u017ee znepokojuj\u00edc\u00edm zp\u016fsobem zneu\u017e\u00edt data"},"content":{"rendered":"\n<p><strong>Chatboti jako je ChatGPT, Google Bard \u010di jin\u00ed jsou dobr\u00fdmi sluhy, ale z\u00e1rove\u0148 mohou pro spole\u010dnost p\u0159edstavovat velk\u00e9 riziko. Jsou toti\u017e zraniteln\u00ed v\u016f\u010di \u00fatok\u016fm zalo\u017een\u00fdch na nep\u0159\u00edm\u00e9, okam\u017eit\u00e9 injekt\u00e1\u017ei. Jin\u00fdmi slovy je lze snadno p\u0159inutit k tomu, aby d\u011blali to, co by nem\u011bli.<\/strong><\/p>\n\n\n\n<p>M\u00e1lokdo si uv\u011bdomuje, \u017ee syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (<a href=\"https:\/\/www.soitron.cz\/pravidla-pouzivania-chatgpt-soitron\/\">LLM<\/a>) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat. Tyto sady je \u010din\u00ed n\u00e1chyln\u00fdmi k c\u00edlen\u00e9mu \u00fatoku, tzv. nep\u0159\u00edm\u00e9 injekt\u00e1\u017ei, kterou mohou \u00fato\u010dn\u00edci p\u0159epsat p\u016fvodn\u00ed funkce syst\u00e9mu.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Co je injekt\u00e1\u017e pro LLM<\/h2>\n\n\n\n<p>P\u0159i injekt\u00e1\u017ei do generativn\u00ed um\u011bl\u00e9 inteligence \u00fato\u010dn\u00edk vlo\u017e\u00ed na vstup LLM \u0161kodliv\u00fd k\u00f3d (p\u0159\u00edpadn\u011b celou sadu) nebo data, \u010d\u00edm\u017e odstartuje sled ud\u00e1lost\u00ed, kter\u00e9 mohou v\u00e9st k&nbsp;\u010detn\u00fdm \u0161kod\u00e1m. Mezi n\u011b pat\u0159\u00ed nap\u0159. kr\u00e1de\u017e dat, neopr\u00e1vn\u011bn\u00e1 transakce, po\u0161kozen\u00ed syst\u00e9mu \u010di kybernetick\u00fd \u00fatok.<\/p>\n\n\n\n<p>To je IT odborn\u00edky pova\u017eov\u00e1no za jeden z nejv\u00edce znepokojiv\u00fdch zp\u016fsob\u016f, jak mohou hacke\u0159i velk\u00e9 jazykov\u00e9 modely zneu\u017e\u00edt. Velk\u00e9 korporace a men\u0161\u00ed start-upy toti\u017e \u010dasto spou\u0161t\u011bj\u00ed nebo vyu\u017e\u00edvaj\u00ed ve\u0159ejn\u00e9 generativn\u00ed syst\u00e9my um\u011bl\u00e9 inteligence, ani\u017e by si uv\u011bdomovaly p\u0159\u00edpadn\u00e1 rizika. Proto se odborn\u00edci na kybernetick\u00e9 zabezpe\u010den\u00ed v\u0161eobecn\u011b sna\u017e\u00ed o potenci\u00e1ln\u00edch nebezpe\u010d\u00edch zv\u00fd\u0161it pov\u011bdom\u00ed. <em>\u201eVzhledem k tomu, \u017ee st\u00e1le v\u00edce spole\u010dnost\u00ed LLM vyu\u017e\u00edv\u00e1, a ve velk\u00e9m do nich vkl\u00e1daj\u00ed osobn\u00ed \u010di podnikov\u00e1 data, jde o velk\u00e9 riziko. Pr\u00e1v\u011b proto se \u00fato\u010dn\u00edci zam\u011b\u0159ili na kr\u00e1de\u017ee AI Chatbot \u00fa\u010dt\u016f \u2013 viz. nap\u0159. Malware Raccoon, d\u00edky kter\u00e9mu bylo ukradeno a na Dark Webu vystaveno ji\u017e cca 80 tis\u00edc ChatGPT \u00fa\u010dt\u016f. Pokud podobn\u00e9 slu\u017eby ve firemn\u00edm prost\u0159ed\u00ed vyu\u017e\u00edv\u00e1te, doporu\u010dujeme v\u00e1m v&nbsp;prvn\u00ed \u0159ad\u011b u t\u011bchto n\u00e1stroj\u016f nastavit MFA, nevkl\u00e1dat do chatu citliv\u00e1 data a ide\u00e1ln\u011b pak neukl\u00e1dat historii konverzac\u00ed,\u201c<\/em> vysv\u011btluje<strong> Petr Kocmich, Global Cyber Security Delivery Manager spole\u010dnosti Soitron.<\/strong><\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Jak injekt\u00e1\u017e pro LLM funguje<\/h2>\n\n\n\n<p>Existuje n\u011bkolik r\u016fzn\u00fdch zp\u016fsob\u016f, jak m\u016f\u017ee \u00fato\u010dn\u00edk injekt\u00e1\u017e do LLM prov\u00e9st. Jedn\u00edm z nejb\u011b\u017en\u011bj\u0161\u00edch zp\u016fsob\u016f je vlo\u017een\u00ed \u0161kodliv\u00e9ho k\u00f3du nebo dat do vstupu, kter\u00fd je LLM p\u0159ed\u00e1n. Tento vstup m\u016f\u017ee b\u00fdt \u010d\u00edmkoliv, od textu a\u017e po obr\u00e1zek.<\/p>\n\n\n\n<p>\u00dato\u010dn\u00edk m\u016f\u017ee nap\u0159\u00edklad vlo\u017eit \u0161kodliv\u00fd k\u00f3d na vstup chatbota. Kdyby u\u017eivatel n\u00e1sledn\u011b chatbotovi polo\u017eil ot\u00e1zku, mohl by tento \u0161kodliv\u00fd k\u00f3d spustit zam\u00fd\u0161len\u00fd \u00fatok. Dal\u0161\u00edm zp\u016fsobem je zneu\u017eit\u00ed chyby v aplikaci, kter\u00e1 LLM vyu\u017e\u00edv\u00e1. Zjednodu\u0161en\u011b \u0159e\u010deno, pokud n\u011bkdo dok\u00e1\u017ee vlo\u017eit data do LLM, pak m\u016f\u017ee potenci\u00e1ln\u011b manipulovat s t\u00edm, co se objev\u00ed na v\u00fdstupu.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Obrana proti injekt\u00e1\u017ei pro LLM<\/h2>\n\n\n\n<p>Odborn\u00edci na bezpe\u010dnost pravideln\u011b ukazuj\u00ed, jak lze nep\u0159\u00edmou okam\u017eitou injekt\u00e1\u017e pou\u017e\u00edt k&nbsp;manipulaci \u010di kr\u00e1de\u017ei dat, v&nbsp;hor\u0161\u00edm p\u0159\u00edpad\u011b i ke vzd\u00e1len\u00e9mu spu\u0161t\u011bn\u00ed k\u00f3du.<\/p>\n\n\n\n<p>Existuje n\u011bkolik opat\u0159en\u00ed, kter\u00e1 mohou v\u00fdvoj\u00e1\u0159i a spr\u00e1vci syst\u00e9m\u016f podniknout, aby syst\u00e9my p\u0159ed injekt\u00e1\u017e\u00ed do LLM ochr\u00e1nili. Jedn\u00edm z&nbsp;nejd\u016fle\u017eit\u011bj\u0161\u00edch, av\u0161ak ne zcela ban\u00e1ln\u00edch, je pou\u017e\u00edt spr\u00e1vn\u00e9 o\u0161et\u0159en\u00ed vstupu, kter\u00e9 pom\u00e1h\u00e1 zabr\u00e1nit vlo\u017een\u00ed \u0161kodliv\u00e9ho k\u00f3du nebo dat.<\/p>\n\n\n\n<p>&nbsp;<em>\u201eP\u0159esto\u017ee v\u00fdvoj\u00e1\u0159i chatbot\u016f disponuj\u00ed t\u00fdmy, kter\u00e9 pracuj\u00ed na zabezpe\u010den\u00ed LLM syst\u00e9m\u016f, identifikaci a filtraci injektovan\u00e9ho k\u00f3du pro manipulaci \u010di exfiltraci dat a vzd\u00e1len\u00e9ho spu\u0161t\u011bn\u00ed k\u00f3du, nen\u00ed v&nbsp;jejich sil\u00e1ch p\u0159edem v\u0161echny potenci\u00e1ln\u011b nebezpe\u010dn\u00e9 vstupy identifikovat, o\u0161et\u0159it a zabr\u00e1nit jim. V&nbsp;kyberbezpe\u010dnosti jsme si ji\u017e zvykli, \u017ee \u00fato\u010dn\u00edci vyu\u017e\u00edvaj\u00ed tzv. obfuskace (maskov\u00e1n\u00ed) k\u00f3du. Nyn\u00ed se bav\u00edme prakticky o obfuskaci na \u00farovni zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka (NLP), kdy k\u00fd\u017een\u00e9 funkcionality dok\u00e1\u017eeme dos\u00e1hnout r\u016fznorod\u011b psan\u00fdm textem,\u201c<\/em>upozor\u0148uje<strong> Petr Kocmich.<\/strong><\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Existuj\u00ed i specializovan\u00e1 \u0159e\u0161en\u00ed<\/h2>\n\n\n\n<p>I z&nbsp;tohoto d\u016fvod\u016f spole\u010dnosti p\u0159istupuj\u00ed k&nbsp;tomu, \u017ee pou\u017e\u00edv\u00e1n\u00ed ve\u0159ejn\u011b dostupn\u00fdch chatbot\u016f st\u00e1le v\u00edce omezuj\u00ed. P\u0159\u00edpadn\u011b se zam\u00fd\u0161lej\u00ed, jak generativn\u00ed um\u011blou inteligenci integrovat, respektive implementovat do aplikac\u00ed a slu\u017eeb. Je zapot\u0159eb\u00ed si toti\u017e uv\u011bdomit, \u017ee ve chv\u00edli, kdy doch\u00e1z\u00ed k&nbsp;p\u0159ijmut\u00ed informac\u00ed od t\u0159et\u00edch stran (nap\u0159. z&nbsp;internetu), nelze LLM nad\u00e1le d\u016fv\u011b\u0159ovat. K LLM je proto nutn\u00e9 v\u017edy p\u0159istupovat obez\u0159etn\u011b.<\/p>\n\n\n\n<p>V\u00a0tomto p\u0159\u00edpad\u011b dost\u00e1vaj\u00ed p\u0159ednost specializovan\u00e9 generativn\u00ed syst\u00e9my, kter\u00e9 jsou p\u0159\u00edmo navr\u017een\u00e9 k\u00a0firemn\u00edmu pou\u017eit\u00ed, a do kter\u00fdch je mo\u017en\u00e9 vkl\u00e1dat podnikov\u00e1 data, kter\u00e1 nikdy neopust\u00ed toto prost\u0159ed\u00ed \u2013 pou\u017e\u00edvaj\u00ed pouze intern\u00ed data, kter\u00e1 jsou zpracov\u00e1v\u00e1na lok\u00e1ln\u011b. \u00a0<em>\u201eTakov\u00fdm je nap\u0159\u00edklad i na\u0161e slu\u017eba <a href=\"https:\/\/www.millennium.cz\/firemni-chatgpt\/\">Millada<\/a>, kter\u00e1 a\u010dkoliv je postavena na modelu ChatGPT, pracuje s\u00a0daty lok\u00e1ln\u011b.Oproti jin\u00fdm informa\u010dn\u00edm technologi\u00edm a syst\u00e9m\u016fm je jej\u00ed implementace nav\u00edc mnohem jednodu\u0161\u0161\u00ed, nebo\u0165 funguje nez\u00e1visle na \u00farovni zpracovatele dat,\u201c<\/em> prozrazuje<strong> Kocmich <\/strong>a dod\u00e1v\u00e1, \u017ee LLM je n\u00e1pomocn\u00e1 technologie, ale rozhodn\u011b vy\u017eaduje pe\u010dliv\u00e9 a zodpov\u011bdn\u00e9 pou\u017e\u00edv\u00e1n\u00ed.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Chatboti jako je ChatGPT, Google Bard \u010di jin\u00ed jsou dobr\u00fdmi sluhy, ale z\u00e1rove\u0148 mohou pro spole\u010dnost p\u0159edstavovat velk\u00e9 riziko. Jsou toti\u017e zraniteln\u00ed v\u016f\u010di \u00fatok\u016fm zalo\u017een\u00fdch na nep\u0159\u00edm\u00e9, okam\u017eit\u00e9 injekt\u00e1\u017ei. Jin\u00fdmi slovy je lze snadno p\u0159inutit k tomu, aby d\u011blali to, co by nem\u011bli. M\u00e1lokdo si uv\u011bdomuje, \u017ee syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky [&hellip;]<\/p>\n","protected":false},"author":30,"featured_media":36402,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[143],"tags":[],"news_categories":[371],"class_list":["post-54269","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-cs","news_categories-bezpecnost-cs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Zneu\u017eit\u00ed dat pomoc\u00ed injekt\u00e1\u017ee \u0161kodliv\u00fdch k\u00f3d\u016f | Soitron<\/title>\n<meta name=\"description\" content=\"Syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (LLM) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zneu\u017eit\u00ed dat pomoc\u00ed injekt\u00e1\u017ee \u0161kodliv\u00fdch k\u00f3d\u016f | Soitron\" \/>\n<meta property=\"og:description\" content=\"Syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (LLM) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/new.soitron.com\/malicious-code-injections\/\" \/>\n<meta property=\"og:site_name\" content=\"Soitron\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-13T09:17:08+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-21T13:40:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970-1024x682.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"682\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Leona Dundrova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Leona Dundrova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Zneu\u017eit\u00ed dat pomoc\u00ed injekt\u00e1\u017ee \u0161kodliv\u00fdch k\u00f3d\u016f | Soitron","description":"Syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (LLM) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"cs_CZ","og_type":"article","og_title":"Zneu\u017eit\u00ed dat pomoc\u00ed injekt\u00e1\u017ee \u0161kodliv\u00fdch k\u00f3d\u016f | Soitron","og_description":"Syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (LLM) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat.","og_url":"https:\/\/new.soitron.com\/malicious-code-injections\/","og_site_name":"Soitron","article_published_time":"2023-11-13T09:17:08+00:00","article_modified_time":"2023-12-21T13:40:57+00:00","og_image":[{"width":1024,"height":682,"url":"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970-1024x682.jpg","type":"image\/jpeg"}],"author":"Leona Dundrova","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Leona Dundrova","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#article","isPartOf":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/"},"author":{"name":"Leona Dundrova","@id":"https:\/\/new.soitron.com\/#\/schema\/person\/64b486d98fdb29ba02e8122361fe0238"},"headline":"Injekt\u00e1\u017e \u0161kodliv\u00fdch k\u00f3d\u016f do generativn\u00ed AI m\u016f\u017ee znepokojuj\u00edc\u00edm zp\u016fsobem zneu\u017e\u00edt data","datePublished":"2023-11-13T09:17:08+00:00","dateModified":"2023-12-21T13:40:57+00:00","mainEntityOfPage":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/"},"wordCount":992,"publisher":{"@id":"https:\/\/new.soitron.com\/#organization"},"image":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#primaryimage"},"thumbnailUrl":"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970.jpg","articleSection":["Uncategorized @cs"],"inLanguage":"cs-CZ"},{"@type":"WebPage","@id":"https:\/\/new.soitron.com\/malicious-code-injections\/","url":"https:\/\/new.soitron.com\/malicious-code-injections\/","name":"Zneu\u017eit\u00ed dat pomoc\u00ed injekt\u00e1\u017ee \u0161kodliv\u00fdch k\u00f3d\u016f | Soitron","isPartOf":{"@id":"https:\/\/new.soitron.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#primaryimage"},"image":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#primaryimage"},"thumbnailUrl":"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970.jpg","datePublished":"2023-11-13T09:17:08+00:00","dateModified":"2023-12-21T13:40:57+00:00","description":"Syst\u00e9my, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011bl\u00e9 neuronov\u00e9 s\u00edt\u011b a prvky um\u011bl\u00e9 inteligence pomoc\u00ed technologie velk\u00fdch jazykov\u00fdch model\u016f (LLM) lze pomoc\u00ed speci\u00e1ln\u00edch instruk\u010dn\u00edch sad flexibiln\u011b modulovat.","breadcrumb":{"@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#breadcrumb"},"inLanguage":"cs-CZ","potentialAction":[{"@type":"ReadAction","target":["https:\/\/new.soitron.com\/malicious-code-injections\/"]}]},{"@type":"ImageObject","inLanguage":"cs-CZ","@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#primaryimage","url":"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970.jpg","contentUrl":"https:\/\/new.soitron.com\/wp-content\/uploads\/2020\/08\/iStock-540848970.jpg","width":3865,"height":2576,"caption":"Hacker attacking internet"},{"@type":"BreadcrumbList","@id":"https:\/\/new.soitron.com\/malicious-code-injections\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/new.soitron.com\/"},{"@type":"ListItem","position":2,"name":"Injekt\u00e1\u017e \u0161kodliv\u00fdch k\u00f3d\u016f do generativn\u00ed AI m\u016f\u017ee znepokojuj\u00edc\u00edm zp\u016fsobem zneu\u017e\u00edt data"}]},{"@type":"WebSite","@id":"https:\/\/new.soitron.com\/#website","url":"https:\/\/new.soitron.com\/","name":"Soitron","description":"Soitron je IT firma s 30letou tradici.","publisher":{"@id":"https:\/\/new.soitron.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/new.soitron.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"cs-CZ"},{"@type":"Organization","@id":"https:\/\/new.soitron.com\/#organization","name":"Soitron","url":"https:\/\/new.soitron.com\/","logo":{"@type":"ImageObject","inLanguage":"cs-CZ","@id":"https:\/\/new.soitron.com\/#\/schema\/logo\/image\/","url":"https:\/\/new.soitron.com\/wp-content\/uploads\/2016\/10\/Soitron_logo.png","contentUrl":"https:\/\/new.soitron.com\/wp-content\/uploads\/2016\/10\/Soitron_logo.png","width":224,"height":56,"caption":"Soitron"},"image":{"@id":"https:\/\/new.soitron.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/new.soitron.com\/#\/schema\/person\/64b486d98fdb29ba02e8122361fe0238","name":"Leona Dundrova","image":{"@type":"ImageObject","inLanguage":"cs-CZ","@id":"https:\/\/new.soitron.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/84706e8fce5bd5deb417dd627fd43e3484f2ff0129daddd7682fd48948e80a8b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/84706e8fce5bd5deb417dd627fd43e3484f2ff0129daddd7682fd48948e80a8b?s=96&d=mm&r=g","caption":"Leona Dundrova"},"url":"https:\/\/new.soitron.com\/cs\/author\/leona\/"}]}},"_links":{"self":[{"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/posts\/54269","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/comments?post=54269"}],"version-history":[{"count":5,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/posts\/54269\/revisions"}],"predecessor-version":[{"id":54737,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/posts\/54269\/revisions\/54737"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/media\/36402"}],"wp:attachment":[{"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/media?parent=54269"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/categories?post=54269"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/tags?post=54269"},{"taxonomy":"news_categories","embeddable":true,"href":"https:\/\/new.soitron.com\/cs\/wp-json\/wp\/v2\/news_categories?post=54269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}