> For the complete documentation index, see [llms.txt](https://developer.harness.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.harness.io/ai-security/ai-security.md).

# AI Security

AI Security provides visibility into AI APIs, MCP assets, and AI agents across environments, helping you understand how they interact with your applications. You can monitor threats targeting AI endpoints, investigate related issues, and test AI endpoints for vulnerabilities such as prompt injection and sensitive data exposure. These capabilities help you manage AI risk using the same security workflows applied to your APIs.

<a href="https://developer.harness.io/release-notes/waap-release-notes" class="button primary">Release Notes</a>

## Get started

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Security Overview</strong></td><td>Learn how AI Security helps you discover AI assets, monitor threats, and test AI endpoints in your application.</td><td><a href="/ai-security/new-to-ai-security/ai-security-overview.md">AI Security Overview</a></td></tr><tr><td><strong>AI Security Agent Support Matrix</strong></td><td>Learn which agents support AI Security and how to enable capabilities, such as AI asset discovery and threat activity.</td><td><a href="/ai-security/new-to-ai-security/ai-security-deployment-support-matrix.md">AI Security Deployment Support Matrix</a></td></tr><tr><td><strong>AI Security Dashboard</strong></td><td>Learn how to view AI assets, identified issues, threat activity, and overall AI security posture from a centralized dashboard.</td><td><a href="/ai-security/use-ai-security/ai-security-dashboard.md">AI Security Dashboard</a></td></tr></tbody></table>

## AI Discovery

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Assets</strong></td><td>Learn how to discover AI inventory consisting of AI APIs and MCP assets, such as tools, servers, resources, and prompts in your application.<br></td><td><a href="/ai-security/use-ai-security/ai-assets.md">AI Assets</a></td></tr><tr><td><strong>AI Asset Details</strong></td><td>Learn how AI asset details help you monitor activity, analyze performance, and identify risks in your AI assets.</td><td><a href="/ai-security/use-ai-security/ai-asset-details.md">AI Asset Details</a></td></tr><tr><td><strong>MCP Risk Score</strong></td><td>Learn how risk scores are assigned to AI assets based on exposure, behavior, and detected issues.</td><td><a href="/ai-security/use-ai-security/mcp-risk-score.md">MCP Risk Score</a></td></tr><tr><td><strong>(Beta) AI Agents</strong></td><td>Learn how to discover AI agents in your application and view key insights into their usage, AI models, environments, and sensitive data.</td><td><a href="/ai-security/use-ai-security/beta-ai-agents.md">(Beta) AI Agents</a></td></tr><tr><td><strong>(Beta) AI Agents Details</strong></td><td>Learn about the detailed information available for an AI agent, including its AI models, model vendors, environment, call volume, sensitive data in prompts and responses, and discovery details.</td><td><a href="/ai-security/use-ai-security/beta-ai-agents-details.md">(Beta) AI Agents Details</a></td></tr></tbody></table>

## AI Testing

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Security Testing</strong></td><td>Learn how to test AI APIs and applications for OWASP LLM Top 10 issues, such as prompt injection and sensitive data exposure.</td><td><a href="/ai-security/use-ai-security/ai-security-testing.md">AI Security Testing</a></td></tr></tbody></table>

### AI Firewall (Protection)

<table data-view="cards"><thead><tr><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Firewall Dashboard</strong><br>Learn how to monitor AI traffic and view key insights into AI Firewall activity, including detected threats and protection events.<br></td><td><a href="/ai-security/use-ai-security/ai-firewall-dashboard.md">AI Firewall Dashboard</a></td></tr><tr><td><strong>AI Firewall Policies</strong><br>Learn how to configure policies to control AI traffic and define how the AI Firewall handles requests based on your security requirements.</td><td><a href="/ai-security/use-ai-security/ai-firewall-policies.md">AI Firewall Policies</a></td></tr></tbody></table>

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