{"id":42189,"date":"2026-05-04T11:46:55","date_gmt":"2026-05-04T11:46:55","guid":{"rendered":"https:\/\/direc.dk\/whitepaper-security-by-design-for-ai-startups\/"},"modified":"2026-05-04T20:11:50","modified_gmt":"2026-05-04T20:11:50","slug":"whitepaper-security-by-design-for-ai-startups","status":"publish","type":"post","link":"https:\/\/direc.dk\/da\/whitepaper-security-by-design-for-ai-startups\/","title":{"rendered":"Whitepaper: Security by Design for AI Startups"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"42189\" class=\"elementor elementor-42189 elementor-42125\" data-elementor-post-type=\"post\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-d47a62 e-flex e-con-boxed e-con e-parent\" data-id=\"d47a62\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[],&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-efa2520 e-con-full e-flex e-con e-child\" data-id=\"efa2520\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[],&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-31b5d78f e-con-full e-flex e-con e-child\" data-id=\"31b5d78f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-6c044c90 elementor-hidden-mobile e-con-full e-flex e-con e-child\" data-id=\"6c044c90\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d4b8991 elementor-invisible elementor-widget elementor-widget-button\" data-id=\"6d4b8991\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:&quot;200&quot;,&quot;_animation_mobile&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/direc.dk\/da\/nyheder-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Til nyheder<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-628760a5 e-con-full e-flex e-con e-child\" data-id=\"628760a5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14f0970e elementor-widget elementor-widget-text-editor\" data-id=\"14f0970e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>4. maj 2026<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-189a1459 e-con-full e-flex e-con e-child\" data-id=\"189a1459\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4878f3f7 e-con-full e-flex e-con e-child\" data-id=\"4878f3f7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5cb416 elementor-widget elementor-widget-text-editor\" data-id=\"b5cb416\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>WHITEPAPER<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bad561a animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"7bad561a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Security by Design for AI Startups<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ba6484 elementor-widget elementor-widget-text-editor\" data-id=\"5ba6484\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Cybersikkerhed er en h\u00e5rd n\u00f8d at kn\u00e6kke. Is\u00e6r for startups, der integrerer AI i produktet. I dette whitepaper f\u00e5r du praktisk vejledning til, hvordan din virksomhed kan integrere sikkerhed i alle faser af udviklingen af AI-produkter.\u00a0Dette whitepaper er et resultat af projektet Security by Design for AI Startups: Secure and Scalable AI Agents, som er en del af Next Generation Cyber Security-initiativet.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34bbe4e1 elementor-widget elementor-widget-image\" data-id=\"34bbe4e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-Design-Principles-for-AI-Startups.pdf\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup.jpg\" class=\"attachment-full size-full wp-image-42187\" alt=\"\" srcset=\"https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup.jpg 1920w, https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup-300x169.jpg 300w, https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup-1024x576.jpg 1024w, https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup-768x432.jpg 768w, https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-design-principles-mockup-1536x864.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-5ca547d7 e-con-full e-flex e-con e-child\" data-id=\"5ca547d7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-5459602c e-con-full e-flex e-con e-child\" data-id=\"5459602c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-871f8da elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"871f8da\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3>Er din AI-l\u00f8sning sikker nok til virkeligheden?<\/h3>\n<p>Er din AI-l\u00f8sning sikker nok til virkeligheden?\u00a0<br \/>N\u00e5r AI og AI-agenter bliver en integreret del af softwarel\u00f8sninger, bliver angrebsfladen udvidet markant, og traditionelle sikkerhedsmekanismer er ofte utilstr\u00e6kkelige.\u00a0<br \/>For startups er udfordringen specielt sv\u00e6r. Sm\u00e5 virksomheder skal levere hurtig innovation, samtidig med at nye trusler som prompt injection og excessive agency skal h\u00e5ndteres.\u00a0<\/p>\n<h3>Hvad indeholder whitepaperet?<\/h3>\n<p>Whitepaperet giver dig en virkelighedstro tilgang til AI-sikkerhed baseret p\u00e5 den nyeste forskning:\u00a0<\/p>\n<ul>\n<li><strong>Konkret case:<\/strong> Vi tager udgangspunkt i virkelige udfordringer fra den danske startup Hipako, der automatiserer compliance-workflows med AI. \u00a0<\/li>\n<p>\u2028<\/p>\n<li><strong>AI threat modelling:<\/strong> L\u00e6r at bruge MAESTRO-frameworket, der er skr\u00e6ddersyet til arkitekturen i agent-baserede AI-systemer. \u00a0\u2028\u00a0<\/li>\n<li><strong>Sikkerhedstest og v\u00e6rkt\u00f8jer:<\/strong> En gennemgang af teknikker til automated red teaming med v\u00e6rkt\u00f8jer som garak og promptfoo.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<h3><\/h3>\n<p><\/p>\n<h3>Hvem er det til?<\/h3>\n<p>Dette whitepaper er skrevet til:<\/p>\n<ul>\n<li>Startups og SMV&#8217;er, der udvikler AI-baserede systemer<\/li>\n<li>Udviklere og tekniske teams, som har brug for praktiske v\u00e6rkt\u00f8jer til at styrke deres sikkerhedspraksis<\/li>\n<li>Beslutningstagere, der \u00f8nsker at forst\u00e5 de sikkerhedsm\u00e6ssige og menneskelige faktorer i AI-udvikling.<\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-046fbfd e-con-full e-flex e-con e-child\" data-id=\"046fbfd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c0587e1 elementor-widget elementor-widget-button\" data-id=\"c0587e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/direc.dk\/wp-content\/uploads\/2026\/05\/Security-by-Design-Principles-for-AI-Startups.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download whitepaperet<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-951bb6b elementor-widget elementor-widget-text-editor\" data-id=\"951bb6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Udgivet af Alexandra Instituttet i samarbejde med Digital Research Centre Denmark (DIREC), Nationalt Forsvarsteknologisk Center (NFC), Security Tech Space og Industriens Fond.\u00a0<br \/>\n\u00a0<\/em><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-695efadb e-flex e-con-boxed e-con e-parent\" data-id=\"695efadb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-1b3e9021 e-con-full e-flex e-con e-child\" data-id=\"1b3e9021\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d88997a elementor-widget elementor-widget-text-editor\" data-id=\"4d88997a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dette white paper er resultatet af projektet <a href=\"https:\/\/direc.dk\/da\/security-by-design-for-ai-startups-sikre-og-skalerbare-ai-agenter\/\">Security by Design for AI Startups: Secure and Scalable AI Agents<\/a>, som er en del af initiativet <a href=\"https:\/\/direc.dk\/da\/next-generation-cyber-security\/\">Next Generation Cyber Security<\/a>\u2014et partnerskab mellem Digital Research Centre Denmark, National Defence Technology Center, Security Tech Space og Industriens Fond. Form\u00e5let med initiativet er at bringe forskningsbaseret cybersikkerhed og innovation t\u00e6ttere p\u00e5 sm\u00e5 og mellemstore virksomheder i Danmark.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-2ee399b e-con-full e-grid e-con e-child\" data-id=\"2ee399b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b76ff48 elementor-widget elementor-widget-image\" data-id=\"b76ff48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/elementor\/thumbs\/DIREC_logo_hvid-oxog123w2bdxfmxkzie0ftnb98j47t7nd0ak8ze7eo.png\" title=\"DIREC_logo_hvid\" alt=\"DIREC_logo_hvid\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4014f7d elementor-widget elementor-widget-image\" data-id=\"4014f7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/elementor\/thumbs\/Untitled-design-13-r4cbmo8v588s9u4x7b91ofpw5po76bv0gtop1pcqv4.png\" title=\"Untitled design (13)\" alt=\"Untitled design (13)\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c285f5f elementor-widget elementor-widget-image\" data-id=\"c285f5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/elementor\/thumbs\/Untitled-design-14-e1744626948649-r4ccwitgib0al3jdh4pxav7baboqmtvo3r9brldfcw.png\" title=\"Untitled design (14)\" alt=\"Untitled design (14)\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f113e8 elementor-widget elementor-widget-image\" data-id=\"8f113e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/elementor\/thumbs\/IndustriensFond_logo_WHITE_RGB-r73ie9l68kiq7xmv6l5j7jwmzh5y5tf336246qhtyo.png\" title=\"IndustriensFond_logo_WHITE_RGB\" alt=\"IndustriensFond_logo_WHITE_RGB\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Cybersikkerhed er en h\u00e5rd n\u00f8d at kn\u00e6kke. Is\u00e6r for startups, der integrerer AI i produktet. I dette whitepaper f\u00e5r du praktisk vejledning til, hvordan din virksomhed kan integrere sikkerhed i alle faser af udviklingen af AI-produkter.\u00a0<\/p>\n","protected":false},"author":3,"featured_media":42188,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[178,193,31],"tags":[233],"class_list":["post-42189","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cybersecurity-da","category-next-gen-cybersecurity-da","category-nyheder","tag-security-by-design-for-ai-startups"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Whitepaper: Security by Design for AI Startups - DIREC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/direc.dk\/da\/whitepaper-security-by-design-for-ai-startups\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Whitepaper: Security by Design for AI Startups - DIREC\" \/>\n<meta property=\"og:description\" content=\"Cybersikkerhed er en h\u00e5rd n\u00f8d at kn\u00e6kke. Is\u00e6r for startups, der integrerer AI i produktet. 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