{"id":85943,"date":"2026-08-19T13:29:00","date_gmt":"2026-08-19T13:29:00","guid":{"rendered":"https:\/\/www.eccouncil.org\/cybersecurity-exchange\/?p=85943"},"modified":"2026-08-20T10:11:38","modified_gmt":"2026-08-20T10:11:38","slug":"what-is-mitre-atlas-a-complete-breakdown-of-the-ai-security-framework","status":"publish","type":"post","link":"https:\/\/www.eccouncil.org\/cybersecurity-exchange\/offensive-ai-security\/what-is-mitre-atlas-a-complete-breakdown-of-the-ai-security-framework\/","title":{"rendered":"What Is MITRE ATLAS? A Complete Breakdown of the AI Security Framework"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"85943\" class=\"elementor elementor-85943\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1fbdee1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fbdee1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0bfbf38\" data-id=\"0bfbf38\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bcba1ce elementor-widget elementor-widget-heading\" data-id=\"bcba1ce\" data-element_type=\"widget\" data-e-type=\"widget\" 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\">What Is MITRE ATLAS? A Complete Breakdown of the AI Security Framework<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cf13f8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cf13f8e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-dbe2899\" data-id=\"dbe2899\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0e2b1e elementor-widget elementor-widget-post-info\" data-id=\"a0e2b1e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-5dadb57 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>August 19, 2026<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-45d48a4 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tOffensive AI Security\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fab88f0 elementor-widget elementor-widget-text-editor\" data-id=\"fab88f0\" 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><strong><em>MITRE ATLAS is an open knowledge base that documents real-world attacks on AI systems and outlines techniques and procedures threat actors leverage, along with effective mitigations to address them.<\/em><\/strong><\/p><p><strong>So, why is MITRE ATLAS important?<\/strong><\/p><p><strong><em>Traditional security frameworks have not been designed keeping in mind AI-enabled systems, leaving crucial gaps when facing attacks such as model evasion, data poisoning, or adversarial inputs. MITRE ATLAS addresses that gap by creating a baseline for detecting and defending against AI attacks, making it a must-have tool for anyone who works in AI security.<\/em><\/strong><\/p><p><em><strong>This article covers:<\/strong><\/em><\/p><ul><li><strong><em>What MITRE ATLAS is and how it works,<\/em><\/strong><\/li><li><strong><em>How it differs from other security frameworks,<\/em><\/strong><\/li><li><strong><em>Key techniques and mitigations in the ATLAS framework,<\/em><\/strong><\/li><li><strong><em>Skills gaps it exposes in real-world security practices,<\/em><\/strong><\/li><li><strong><em>And how COASP helps fill those skill gaps.<\/em><\/strong><\/li><\/ul>\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-6c9a2d3 elementor-widget elementor-widget-heading\" data-id=\"6c9a2d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What Is MITRE ATLAS and How Is It Different from MITRE ATT&amp;CK?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0465d39 elementor-widget elementor-widget-text-editor\" data-id=\"0465d39\" 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>MITRE ATLAS (Adversarial Threat Landscape for Artificial-Intelligence Systems) is a globally recognized knowledge resource that outlines how attackers target and exploit AI and machine learning systems. Currently, it includes 16 tactics and 170 techniques used by attackers to compromise AI systems along with 57 real-world case studies and 35 mitigation measures to help organizations better understand and defend against AI threats (MITRA ATLAS, n.d.). The framework is actively changed to stay aligned with the evolving AI threat landscape.<\/p><p>For those already working with MITRE ATT&amp;CK, the structure of ATLAS will seem familiar, but there are key differences. ATT&amp;CK was designed for traditional IT environments like networks, endpoints, and cloud infrastructure. As AI and machine learning systems came into the picture, they introduced a new set of entry points, from training pipelines and model APIs to inference endpoints, which were not covered by ATT&amp;CK. ATLAS was built to fill that exact gap by extending adversary modeling to AI-specific threats and attack surfaces that traditional frameworks were never designed to address.<\/p><p>Similar to ATT&amp;CK Navigator, ATLAS also provides a matrix-based interface to understand what attacks a system is vulnerable to, spot where defenses are missing, and simulate attack scenarios such as prompt injection in an LLM, adversarial evasion in a computer vision model, or data poisoning in a fraud detection pipeline.<\/p>\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-f43b475 elementor-widget elementor-widget-heading\" data-id=\"f43b475\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Does the MITRE ATLAS Matrix Work?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d754df elementor-widget elementor-widget-text-editor\" data-id=\"3d754df\" 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>The ATLAS Matrix compiles the complete scope of threats to AI systems into a primary user-friendly interface depicting 16 tactics (each covering an adversary\u2019s main goals) and 170 techniques (which show how those goals play out).<\/p><p>The ATLAS Matrix helps focus on what is relevant to a system. Say, for instance, the threats to a RAG-based chatbot are fundamentally different from the threats to a computer vision pipeline or a fraud detection model. Filtering the Matrix for a specific case only shows the relevant tactics and techniques to get a clear view of what a system is exposed to.<\/p><p>Each technique in the Matrix is built for depth, making it beneficial across roles:<\/p><p>&#8211; offensive practitioners can use it to understand how attacks are executed,<\/p><p>&#8211; defensive teams can use it to prioritize what to detect and mitigate,<\/p><p>&#8211; and threat intelligence professionals can use it to track how <a href=\"https:\/\/www.eccouncil.org\/cybersecurity-exchange\/offensive-ai-security\/what-is-adversarial-ai-real-world-attacks-on-modern-ai-systems\/\" target=\"_blank\" rel=\"noopener\">adversarial AI<\/a> attack methods are changing.<\/p><p>The framework receives timely updates to keep up with the evolving landscape. As attackers come up with new attack techniques, especially with LLMs and agentic systems, the Matrix reflects them.<\/p>\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-1fca7b9 elementor-widget elementor-widget-heading\" data-id=\"1fca7b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What Are the Components of MITRE ATLAS?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e77762a elementor-widget elementor-widget-text-editor\" data-id=\"e77762a\" 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>MITRE ATLAS is designed around four core components: tactics, techniques, case studies, and mitigation. They provide security teams with a complete view of the AI threat landscape by describing how attacks occur and how organizations can respond.<\/p>\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-769f241 elementor-widget elementor-widget-html\" data-id=\"769f241\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"overflow-x:auto;\">\r\n  <table style=\"width:100%; border-collapse:collapse;\">\r\n    <thead>\r\n      <tr style=\"background-color:#f4f4f4;\">\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">Component<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">What Is It?<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">What It Covers?<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\"><b>Tactics<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">The adversary's high-level goals at each stage of an attack<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">16 tactics spanning the full adversarial attack lifecycle, from reconnaissance and resource development through to exfiltration and impact<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\"><b>Techniques<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">The specific methods adversaries use to achieve each tactic<\/td>\r\n      <td style=\"border:1px solid #ddd; padding:12px;\">170 techniques covering AI-targeting attack methods, including prompt injection, AI model evasion, data poisoning, and adversarial data crafting<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\"><b>Case Studies<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Documented real-world and red team demonstrations of attacks on AI systems<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">57 case studies drawn from actual incidents and security research, providing evidence-based context for how techniques play out against live systems<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\"><b>Mitigations<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Defensive measures mapped directly to techniques<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">35 mitigations that help organizations prioritize and implement defenses against documented attack methods<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c2c717 elementor-widget elementor-widget-heading\" data-id=\"6c2c717\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Attack Techniques Mapped to MITRE ATLAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2ddce7 elementor-widget elementor-widget-text-editor\" data-id=\"e2ddce7\" 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>MITRE ATLAS outlines 170 adversarial techniques used to compromise AI-enabled systems and provides corresponding mitigation guidance. From this framework, we have selected 20 techniques that are particularly relevant to offensive AI security assessments. The table below organizes these MITRE ATLAS techniques by attack phase and their associated mitigations (MITRE ATLAS, n.d.).<\/p>\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-b415a79 elementor-widget elementor-widget-html\" data-id=\"b415a79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<style>\r\ntable td,\r\ntable th {\r\n    vertical-align: top;\r\n}\r\n<\/style>\r\n<div style=\"overflow-x:auto;\">\r\n  <table style=\"width:100%; border-collapse:collapse;\">\r\n    <thead>\r\n      <tr style=\"background-color:#f4f4f4;\">\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">Attack Phase<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">Technique<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">Description<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left;\">ATLAS Mitigation<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <!-- Reconnaissance -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"4\"><b>Reconnaissance<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Search Open Technical Databases<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Searching freely available technical databases for information on how AI is used by the victim organization<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Prevent adversaries from linking publicly disclosed approaches to production data, models, and algorithms<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Search Victim-Owned Websites<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Searching victim-owned websites for AI product details, employee information, and business operations to tailor attacks and identify further reconnaissance opportunities<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Restrict release of technical information on ML products and information related to the teams working on the ML-enabled products<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Search Application Repositories<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Searching public app stores for AI-enabled applications to identify targets and acquire AI artifacts for further attack staging<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Limit sensitive information in application metadata<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Discover AI Artifacts<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Searching private sources to identify AI learning artifacts on a system, including software stacks, training data, container registries, and model repositories<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Enforce access controls and encryption on AI models and datasets<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Resource Development -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"3\"><b>Resource Development<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Acquire Public AI Artifacts<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Identifying publicly available AI artifacts such as pre-trained models, datasets, or tools to use as a foundation for staging further attacks<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Limit sensitive information in application metadata<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Publish Poisoned Models<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Publishing a corrupted or backdoored model to a public repository to compromise downstream users who adopt it<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Use an AI BOM to identify untrustworthy model artifacts<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Publish Poisoned Datasets<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Publishing manipulated datasets to public repositories to corrupt models trained on them by unsuspecting organizations<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Validate data before use, maintain dataset history, and use an AI BOM<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Initial Access -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"3\"><b>Initial Access<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">AI Supply Chain Compromise<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Compromising AI artifacts, dependencies, or tools within the supply chain to introduce malicious components into a target's AI environment<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Verify artifact signatures; maintain an AI BOM<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Phishing<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Using deceptive communications, including deepfakes or AI-generated content, to trick users into revealing credentials or executing malicious actions<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Train users to identify phishing; apply deepfake detection<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Evade AI Model<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Crafting inputs designed to cause a model to produce incorrect outputs while appearing legitimate to both the model and human reviewers<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Apply model hardening, ensemble methods, and adversarial input detection<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Execution -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"2\"><b>Execution<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">LLM Prompt Injection<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Triggering hidden malicious prompts within a victim's environment to gain a foothold or target users of an AI agent<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Apply guardrails, model guidelines, and telemetry logging<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">User Execution<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Tricking a user into running a malicious AI artifact or binary, such as a compromised model file or script, that executes attacker-controlled code<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Enforce code signing; restrict library loading<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Credential Access -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"2\"><b>Credential Access<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">AI Agent Tool Credential Harvesting<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Exploiting an AI agent's access to tools and integrations to extract credentials or tokens stored within the agent's environment<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Apply privileged AI agent permissions configuration<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">RAG Credential Harvesting<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Manipulating a RAG system to retrieve and expose stored credentials or sensitive authentication data embedded in the knowledge base<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Apply single-user AI agent permissions configuration<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Exfiltration -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"3\"><b>Exfiltration<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">LLM Data Leakage<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Crafting prompts that induce a model to leak private user data, proprietary information, or data from other users of the same system<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Apply guardrails and model guidelines to block sensitive data in outputs<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Exfiltration via AI Inference API<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Querying a model repeatedly through its inference API to extract sensitive training data, proprietary information, or user data through model outputs<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Restrict AI model queries; enable telemetry logging<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Exfiltration via Cyber Means<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Using traditional cyberattack methods such as network exfiltration or command-and-control channels to extract data from a compromised AI system<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Control access to AI models and data at rest<\/td>\r\n      <\/tr>\r\n\r\n      <!-- Impact -->\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\" rowspan=\"3\"><b>Impact<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Cost Harvesting<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Sending computationally expensive queries to an AI system to exhaust API budgets or inflate operational costs<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Restrict AI model queries; apply API access controls<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Denial of AI Service<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Overwhelming an AI system with requests or adversarial inputs to degrade or completely disrupt its availability<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Restrict AI model queries; apply adversarial input detection<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Spamming AI System with Chaff Data<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Flooding an AI system with meaningless or noisy inputs to degrade model performance, skew outputs, or obscure malicious activity<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px;\">Restrict AI model queries; control production access<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2eca906 elementor-widget elementor-widget-heading\" data-id=\"2eca906\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">MITRE ATLAS Framework vs. Other AI Security Frameworks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0b7a0d elementor-widget elementor-widget-text-editor\" data-id=\"b0b7a0d\" 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>Different frameworks serve different purposes in AI security. Here is how ATLAS compares to the frameworks practitioners most commonly encounter.<\/p>\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-a647221 elementor-widget elementor-widget-html\" data-id=\"a647221\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"overflow-x:auto;\">\r\n  <table style=\"width:100%; border-collapse:collapse;\">\r\n    <thead>\r\n      <tr style=\"background-color:#f4f4f4;\">\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Frameworks<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Focus Area<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Scope<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Audience<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Best Use Cases<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>MITRE ATLAS<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Adversarial attacks on AI and ML systems<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Full ML lifecycle: training, deployment, inference<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Offensive security professionals, AI red teamers, threat researchers<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">AI red teaming, threat modeling, adversarial assessment<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>MITRE ATT&amp;CK<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Adversarial tactics against traditional IT infrastructure<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Networks, endpoints, cloud, identity<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Red teamers, SOC analysts, threat intelligence professionals<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Network red teaming, threat hunting, detection engineering<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>OWASP LLM TOP 10<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Security risks specific to LLM-based applications<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">LLM application layer<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Developers building LLM applications<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">LLM application security review<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>NIST AI Risk Management Framework (RMF)<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Risk management across the AI lifecycle<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Organizational AI risk governance<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Risk managers, compliance teams, AI governance leads<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">AI risk assessment and governance<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>Google Secure AI Framework (SAIF)<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Secure AI development and deployment practices<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">AI system design and supply chain security<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">AI engineers, security architects, developers<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Secure AI development lifecycle<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e52724f elementor-widget elementor-widget-heading\" data-id=\"e52724f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How MITRE ATLAS Equips Security Teams in the Age of Agentic AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-432eccb elementor-widget elementor-widget-text-editor\" data-id=\"432eccb\" 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>If you think agentic AI models are inefficient, wait until 2028, when 33% of enterprise software will contain agentic AI capabilities (Gartner, 2025). Unlike static models that wait for an input to provide an output, agentic systems have the ability to make autonomous decisions, access tools, and operate within multi-agent chains. That means if an agent is compromised, a hacker can gain lasting access and control over its behavior throughout its operational history.<\/p><p>ATLAS is designed with this in mind, and many of ATLAS\u2019s strategies translate seamlessly to agent attacks:<\/p><ul><li>prompt injection in tool-calling agents allows you to hijack the intended function of commands by crafting an input,<\/li><li>indirect prompt injection pollutes the external data sources from which agents retrieve information,<\/li><li>retrieval content crafting manipulates what gets injected into a RAG system&#8217;s context window,<\/li><li>agent hijacking gradually steers an agent&#8217;s objectives across multiple interactions rather than through a single exploit.<\/li><\/ul><p>Again, these are not the problems security professionals will face tomorrow; they already exist right now. This reality changes how security professionals do their job and what they need to protect against. In this AI landscape, MITRE ATLAS empowers professionals to know how an attacker thinks and how they target AI, making it easier for them to stay one step ahead of attacks and secure their AI systems.<\/p>\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-dd5df74 elementor-widget elementor-widget-heading\" data-id=\"dd5df74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-Specific Skills Added Through ATLAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7397e7b elementor-widget elementor-widget-text-editor\" data-id=\"7397e7b\" 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>Securing an AI system requires offensive instincts to think like an attacker, ML literacy to understand how models learn and where they break, threat intelligence to contextualize attack patterns, and defensive awareness to translate findings into actionable mitigations. These skills are usually not found in one person. ATLAS makes that gap impossible to ignore. The roles it touches are broad.<\/p>\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-fe51f9b elementor-widget elementor-widget-html\" data-id=\"fe51f9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div style=\"overflow-x:auto;\">\r\n  <table style=\"width:100%; border-collapse:collapse;\">\r\n    <thead>\r\n      <tr style=\"background-color:#f4f4f4;\">\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">Role<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">What They Already Know<\/th>\r\n        <th style=\"border:1px solid #ddd; padding:12px; text-align:left; vertical-align:top;\">AI-Specific Knowledge Gained Through ATLAS<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>Red Teamers<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Traditional penetration testing, exploit development, attack simulation<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">White-box and black-box adversarial attacks on AI models; prompt injection and jailbreaking techniques; model extraction via API querying<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>SOC Analysts<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Network anomaly detection, incident triage, alert management<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Identifying inference-time attacks and unusual API query volumes as model extraction attempts<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>Threat Researchers<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Threat intelligence, IOC mapping, adversary profiling<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Mapping LLM jailbreak techniques and RAG poisoning campaigns to MITRE ATLAS taxonomy<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>MLOps Engineers<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Model deployment, pipeline management, performance monitoring<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Identifying backdoor triggers inserted during fine-tuning; recognizing training data poisoning as a security incident rather than a data quality issue<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\"><b>Incident Responders<\/b><\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Containment, forensics, recovery for traditional IT environments<\/td>\r\n        <td style=\"border:1px solid #ddd; padding:12px; vertical-align:top;\">Triaging prompt injection in agentic workflows; isolating compromised training pipelines; conducting root cause analysis on AI-specific incidents<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b011bb0 elementor-widget elementor-widget-text-editor\" data-id=\"b011bb0\" 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>This is where the honest question arises: can you operationalize ATLAS, or just read it? Understanding the framework and the benefits of adopting MITRE ATLAS is the baseline. Being able to apply it, scoping an AI red team engagement, mapping techniques to a live system, executing adversarial test cases, and briefing defenders on findings requires a different level of preparation. That is the skill gap the industry is actively trying to close through hands-on training, specialized <a href=\"https:\/\/www.eccouncil.org\/\" target=\"_blank\" rel=\"noopener\">cybersecurity courses<\/a>, and real-world AI experience.<\/p>\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-93d3895 elementor-widget elementor-widget-heading\" data-id=\"93d3895\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How COASP Prepares Security Professionals to Apply ATLAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d8db14 elementor-widget elementor-widget-text-editor\" data-id=\"6d8db14\" 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>MITRE ATLAS helps professionals understand how adversaries target AI systems. The next challenge is learning how to identify, simulate, and assess those attacks in practice. This is where EC-Council&#8217;s Certified Offensive AI Security Professional (COASP) comes in.<\/p><p>COASP, one of the leading <a href=\"https:\/\/www.eccouncil.org\/ai-courses\/certified-offensive-ai-security-professional-coasp\/\" target=\"_blank\" rel=\"noopener\">AI security certifications<\/a>, is designed to develop the hands-on skills required to operationalize frameworks like ATLAS. Through 30 practical lab exercises, learners gain experience with 20+ offensive AI security techniques, 15+ MITRE ATLAS techniques, and 20+ industry-relevant tools used to assess modern AI environments. Along with ATLAS, the program also aligns with leading frameworks, including the OWASP LLM Top 10, OWASP ML Security Top 10, NIST AI RMF, and the OWASP Top 10 for Agentic Applications, ensuring training remains grounded in real-world security challenges.<\/p>\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-846ac32 elementor-widget elementor-widget-heading\" data-id=\"846ac32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Closing Thoughts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78d7edd elementor-widget elementor-widget-text-editor\" data-id=\"78d7edd\" 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>The components of MITRE ATLAS (tactics, techniques, case studies, and mitigations) give the security community something it did not have before: a structured, evidence-based map of how AI systems are attacked. As MITRE&#8217;s AI security research continues to evolve alongside agentic systems and LLMs, that map will only grow more critical.<\/p><p>ATLAS does not make AI security simple but makes it honest. The threats are documented, the attack surface is mapped, and the techniques are real. What remains is the harder part: building the offensive skillset to work within this MITRE AI framework at a practitioner level. A structured <a href=\"https:\/\/www.eccouncil.org\/ai-courses\/\" target=\"_blank\" rel=\"noopener\">AI course<\/a> covering adversarial AI techniques, ML fundamentals, and hands-on offensive applications is how security professionals make that transition.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f775d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f775d3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-14136cb\" data-id=\"14136cb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2473bbd elementor-widget elementor-widget-heading\" data-id=\"2473bbd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a917f6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6a917f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71af482 home-accordian elementor-widget elementor-widget-the7-accordion\" data-id=\"71af482\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion the7-adv-accordion ac_bb_active_title ac_top_bottom_borders ac_left_right_borders\" data-accordion-type=\"accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1191\" class=\"elementor-tab-title the7-accordion-header deactive-default\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-1191\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">What does MITRE ATLAS stand for?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1191\" class=\"elementor-tab-content elementor-clearfix deactive-default\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1191\"><p>MITRE ATLAS stands for Adversarial Threat Landscape for Artificial Intelligence Systems. It is a knowledge base carefully put together to explain how attackers target and exploit AI and machine learning systems.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1192\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"2\" role=\"tab\" aria-controls=\"elementor-tab-content-1192\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">What is the difference between MITRE ATLAS and OWASP?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1192\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1192\"><p>MITRE ATLAS focuses on adversary tactics, techniques, and real-world AI attack scenarios. OWASP, on the other hand, provides guidance on the application of security risks and best practices through the Top 10 LLM, Top 10 for Agentic AI, and ML Security Top 10 frameworks.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1193\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"3\" role=\"tab\" aria-controls=\"elementor-tab-content-1193\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">When was MITRE ATLAS released?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1193\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1193\"><p>MITRE ATLAS was launched in 2021 to help organizations understand and effectively defend against AI and machine learning threats.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1194\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"4\" role=\"tab\" aria-controls=\"elementor-tab-content-1194\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">What is the difference between NIST and the MITRE ATLAS framework?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1194\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1194\"><p>NIST provides broad standards and risk management frameworks covering security, fairness, and privacy across all types of systems, while the MITRE ATLAS framework is a descriptive knowledge base that catalogs real-world adversary tactics, techniques, and procedures, particularly targeting AI\/ML systems. In simpler words, NIST guides organizations on what to do to manage risk, and MITRE ATLAS helps them understand how attackers behave against AI\/ML systems.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1195\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"5\" role=\"tab\" aria-controls=\"elementor-tab-content-1195\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">How can I stay updated with MITRE ATLAS?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1195\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1195\"><p>The best way to stay updated is to regularly check the official MITRE ATLAS website, review newly added techniques and case studies, and follow MITRE&#8217;s security research publications and updates.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1196\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"6\" role=\"tab\" aria-controls=\"elementor-tab-content-1196\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">What are common vulnerabilities in AI systems?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1196\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1196\"><p>Common AI vulnerabilities include prompt injection, model theft, data poisoning, adversarial examples, model evasion, sensitive data leakage, jailbreaks, and insecure integrations with external tools or data sources.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1197\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"7\" role=\"tab\" aria-controls=\"elementor-tab-content-1197\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">What is the difference between MITRE ATLAS and ATT&amp;CK?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1197\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1197\"><p>MITRE ATT&amp;CK focuses on attacks against traditional IT systems, networks, and endpoints. MITRE ATLAS extends adversary modeling to AI and machine learning systems, covering threats such as model manipulation, prompt injection, and training data attacks.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h3 id=\"elementor-tab-title-1198\" class=\"elementor-tab-title the7-accordion-header\" data-tab=\"8\" role=\"tab\" aria-controls=\"elementor-tab-content-1198\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><mask id=\"mask0_2809_19626\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"24\"><rect width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_19626)\"><path d=\"M11.25 12.75H5.5V11.25H11.25V5.5H12.75V11.25H18.5V12.75H12.75V18.5H11.25V12.75Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\"><mask id=\"mask0_2809_20700\" style=\"mask-type:alpha\" maskUnits=\"userSpaceOnUse\" x=\"0\" y=\"0\" width=\"24\" height=\"25\"><rect y=\"0.84375\" width=\"24\" height=\"24\" fill=\"#D9D9D9\"><\/rect><\/mask><g mask=\"url(#mask0_2809_20700)\"><path d=\"M5.5 13.5938V12.0938H18.5V13.5938H5.5Z\" fill=\"#ED0000\"><\/path><\/g><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">Can I use MITRE ATLAS without using ATT&amp;CK?<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div id=\"elementor-tab-content-1198\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1198\"><p>Yes. MITRE ATLAS can be used independently to assess AI-specific threats. However, organizations often use both frameworks together because AI systems typically operate within traditional IT environments that are already covered by ATT&amp;CK.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4570b45 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4570b45\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ac5c859\" data-id=\"ac5c859\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f21c13 elementor-widget elementor-widget-heading\" data-id=\"1f21c13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">References<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e73bc20 elementor-widget elementor-widget-text-editor\" data-id=\"e73bc20\" 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>Gartner. (2025, June 25). Gartner Predicts Over 40% of Agentic AI Projects Will Be Canceled by End of 2027. <a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027\" target=\"_blank\" rel=\"noopener\">https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027<\/a><\/p><p>MITRE ATLAS. (n.d.). Navigate Threats to AI Systems Through Real-World Insights. <a href=\"https:\/\/atlas.mitre.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/atlas.mitre.org\/<\/a><\/p><p>MITRE ATLAS. (n.d.). <a href=\"https:\/\/atlas.mitre.org\/techniques\" target=\"_blank\" rel=\"noopener\">Techniques. Techniques | MITRE ATLAS\u2122<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>What Is MITRE ATLAS? A Complete Breakdown of the AI Security Framework MITRE ATLAS is an open knowledge base that documents real-world attacks on AI systems and outlines techniques and procedures threat actors leverage, along with effective mitigations to address them. So, why is MITRE ATLAS important? Traditional security frameworks have not been designed keeping&hellip;<\/p>\n","protected":false},"author":33,"featured_media":85949,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":true,"_eb_attr":"","footnotes":""},"categories":[13077],"tags":[],"class_list":{"0":"post-85943","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-offensive-ai-security"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.13 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>What Is MITRE ATLAS? A Complete Breakdown of the AI Security Framework - Cybersecurity Exchange<\/title>\n<meta name=\"robots\" content=\"noindex, nofollow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is MITRE ATLAS? 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