{"id":7021,"date":"2025-04-24T13:30:09","date_gmt":"2025-04-24T20:30:09","guid":{"rendered":"https:\/\/objectsecurity.com\/?p=7021"},"modified":"2025-04-25T08:28:00","modified_gmt":"2025-04-25T15:28:00","slug":"disa_tem","status":"publish","type":"post","link":"https:\/\/objectsecurity.com\/disa_tem\/","title":{"rendered":"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1872px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-block\"><div class=\"fusion-aligncenter\"><a class=\"fusion-button button-flat button-xlarge button-default fusion-button-default button-1 fusion-button-span-no fusion-button-default-type\" target=\"_self\" href=\"https:\/\/zadar.us\/tem\/?page_id=559\"><span class=\"fusion-button-text\">Attend DISA TEM<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>ObjectSecurity is a mission-driven cybersecurity company focused on protecting complex software and AI systems. Our approach is fundamentally different from existing solutions \u2013 we go beyond surface-level scans by leveraging symbolic execution and model dissection to uncover risks that conventional tools often miss. Built for automation, precision, and operational impact, our solutions are trusted by DoD and Federal Government systems.<\/p>\n<p>BinLens stands out by analyzing compiled binaries directly \u2013 no source code required. Utilizing symbolic execution, it detects zero-day and unpublished vulnerabilities with extremely low false positives. Unlike traditional scanners that depend on known CVEs or SBOM data, BinLens performs deep, automated analysis, providing actionable insights for Red Teams and DevSecOps. This makes it a reliable alternative to static tools that often overlook hidden risks in COTS, FOSS, and embedded systems. BinLens is at TRL 9, fully mature and operationally deployed.<\/p>\n<p>FortiLayer takes a unique approach to AI\/ML model security by dissecting models layer-by-layer to detect adversarial vulnerabilities, inefficiencies, and compliance gaps. Unlike black-box AI security tools that offer limited visibility and require manual intervention, FortiLayer automates testing, fine-tuning, and regulatory alignment \u2013 enhancing model performance, transparency, and adaptability. Its ability to optimize and secure AI models for mission-critical environments makes it a preferred choice for defense applications. FortiLayer is at TRL 8, demonstrating readiness for real-world deployment.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-xlarge button-default fusion-button-default button-2 fusion-button-span-yes fusion-button-default-type\" target=\"_self\" href=\"objectsecurity.com\/binlens\"><span class=\"fusion-button-text\">BinLens<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-xlarge button-default fusion-button-default button-3 fusion-button-span-yes fusion-button-default-type\" target=\"_self\" href=\"objectsecurity.com\/fortilayer\"><span class=\"fusion-button-text\">FortiLayer<\/span><\/a><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div style=\"text-align:center;\"><a class=\"fusion-button button-flat button-xlarge button-default fusion-button-default button-4 fusion-button-span-yes fusion-button-default-type\" target=\"_self\" href=\"https:\/\/objectsecurity.com\/contact-us\/\"><span class=\"fusion-button-text\">Contact Us<\/span><\/a><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":7,"featured_media":7024,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[60,63,17,62],"tags":[],"class_list":["post-7021","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-binlens","category-event","category-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments - ObjectSecurity<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/\"},\"author\":{\"name\":\"Dan Mathews\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/#\\\/schema\\\/person\\\/14b868388b1a079ff39642a078cea62d\"},\"headline\":\"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments\",\"datePublished\":\"2025-04-24T20:30:09+00:00\",\"dateModified\":\"2025-04-25T15:28:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/\"},\"wordCount\":3854,\"image\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/objectsecurity.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/DISA-TEM.png?fit=600%2C337&ssl=1\",\"articleSection\":[\"Artificial Intelligence\",\"BinLens\",\"Event\",\"Machine Learning\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/\",\"url\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/\",\"name\":\"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments - ObjectSecurity\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/objectsecurity.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/DISA-TEM.png?fit=600%2C337&ssl=1\",\"datePublished\":\"2025-04-24T20:30:09+00:00\",\"dateModified\":\"2025-04-25T15:28:00+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/#\\\/schema\\\/person\\\/14b868388b1a079ff39642a078cea62d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/objectsecurity.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/DISA-TEM.png?fit=600%2C337&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/objectsecurity.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/DISA-TEM.png?fit=600%2C337&ssl=1\",\"width\":600,\"height\":337},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/disa_tem\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/objectsecurity.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/#website\",\"url\":\"https:\\\/\\\/objectsecurity.com\\\/\",\"name\":\"ObjectSecurity\",\"description\":\"OT\\\/ICS Asset Binary Vulnerability Analysis and Reporting\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/objectsecurity.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/objectsecurity.com\\\/#\\\/schema\\\/person\\\/14b868388b1a079ff39642a078cea62d\",\"name\":\"Dan Mathews\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g\",\"caption\":\"Dan Mathews\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments - ObjectSecurity","robots":{"index":"noindex","follow":"follow"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/objectsecurity.com\/disa_tem\/#article","isPartOf":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/"},"author":{"name":"Dan Mathews","@id":"https:\/\/objectsecurity.com\/#\/schema\/person\/14b868388b1a079ff39642a078cea62d"},"headline":"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments","datePublished":"2025-04-24T20:30:09+00:00","dateModified":"2025-04-25T15:28:00+00:00","mainEntityOfPage":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/"},"wordCount":3854,"image":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/objectsecurity.com\/wp-content\/uploads\/2025\/04\/DISA-TEM.png?fit=600%2C337&ssl=1","articleSection":["Artificial Intelligence","BinLens","Event","Machine Learning"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/objectsecurity.com\/disa_tem\/","url":"https:\/\/objectsecurity.com\/disa_tem\/","name":"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments - ObjectSecurity","isPartOf":{"@id":"https:\/\/objectsecurity.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/#primaryimage"},"image":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/objectsecurity.com\/wp-content\/uploads\/2025\/04\/DISA-TEM.png?fit=600%2C337&ssl=1","datePublished":"2025-04-24T20:30:09+00:00","dateModified":"2025-04-25T15:28:00+00:00","author":{"@id":"https:\/\/objectsecurity.com\/#\/schema\/person\/14b868388b1a079ff39642a078cea62d"},"breadcrumb":{"@id":"https:\/\/objectsecurity.com\/disa_tem\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/objectsecurity.com\/disa_tem\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/objectsecurity.com\/disa_tem\/#primaryimage","url":"https:\/\/i0.wp.com\/objectsecurity.com\/wp-content\/uploads\/2025\/04\/DISA-TEM.png?fit=600%2C337&ssl=1","contentUrl":"https:\/\/i0.wp.com\/objectsecurity.com\/wp-content\/uploads\/2025\/04\/DISA-TEM.png?fit=600%2C337&ssl=1","width":600,"height":337},{"@type":"BreadcrumbList","@id":"https:\/\/objectsecurity.com\/disa_tem\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/objectsecurity.com\/"},{"@type":"ListItem","position":2,"name":"Automated Vulnerability Detection and AI Model Hardening for Mission-Critical Environments"}]},{"@type":"WebSite","@id":"https:\/\/objectsecurity.com\/#website","url":"https:\/\/objectsecurity.com\/","name":"ObjectSecurity","description":"OT\/ICS Asset Binary Vulnerability Analysis and Reporting","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/objectsecurity.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/objectsecurity.com\/#\/schema\/person\/14b868388b1a079ff39642a078cea62d","name":"Dan Mathews","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b06577e2636149f9ca4ada40c7d935744591ec4ec49be5865e3f0180e5d38b15?s=96&d=mm&r=g","caption":"Dan Mathews"}}]}},"jetpack_featured_media_url":"https:\/\/i0.wp.com\/objectsecurity.com\/wp-content\/uploads\/2025\/04\/DISA-TEM.png?fit=600%2C337&ssl=1","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/posts\/7021","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/comments?post=7021"}],"version-history":[{"count":6,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/posts\/7021\/revisions"}],"predecessor-version":[{"id":7028,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/posts\/7021\/revisions\/7028"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/media\/7024"}],"wp:attachment":[{"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/media?parent=7021"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/categories?post=7021"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/objectsecurity.com\/wp-json\/wp\/v2\/tags?post=7021"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}