AI Security Dashboard

Overview

The AI Security Dashboard provides security leaders and governance teams with a centralized view of unique AI risks across the organization.

It is designed to help identify critical vulnerabilities in AI components, streamline compliance with emerging AI regulations, and reduce exposure from AI implementations.

The dashboard supports a focused, three-part workflow:

1. Assess – Get a single-view assessment of AI components and their associated risks.

2. Prioritize – Identify the most vulnerable applications and projects for targeted remediation.

3. Track – Monitor security improvements over time with measurable metrics.

Switching to AI Security Dashboard

When you log in to the Mend AppSec Platform, the default view is the Security Dashboard, which provides an overview of your entire organization, including applications, projects, scans, and more.

To access the Value Dashboard, follow these steps:

1. Click on Dashboards.

2. Select AI Security Dashboard.

Understanding AI Security Dashboard Widgets

Access and Permissions

All users in the Mend Platform can access the AI Security Dashboard; however, the data displayed is permission-based and reflects only the information that a user is authorized to view.

• Organization Admins will see aggregated data across all applications and projects they are permitted to access.

• Application Admins and Members will have visibility into data limited to their assigned applications and projects.

This ensures that users only view data that aligns with their assigned responsibilities and access levels, maintaining security and data integrity across the organization.

An active AI Premium subscription is required for access to risk data in the widgets.

Overview

The Overview section provides the top organization indicators, including current state and trends for Applications, Projects, and Scans that contain AI-Driven technology.

AI Components

Unsafe AI Models

Total number of models flagged by Hugging Face as potentially unsafe or malicious. You can click on the findings to view the affected projects.

Components Visibility

The Component Visibility tables map the number of projects and applications using this AI component, helping prioritize based on usage impact.

High-Risk Applications & Projects by AI Security Posture

The top 10 AI-powered applications and projects with policy violations are listed in this table, sorted by number of violations in descending order. This view helps you track and focus on the applications/projects with the highest number of violations.

Note: If all counts are zero, a random set of AI-powered projects will be shown instead.

Limitations & Known Issues

• Clicking an AI technology item in the Top 10 widget currently navigates to the AI Models table instead of the AI Technologies table.

• Number-based cards/widgets are currently unclickable.

• Some AI components currently do not have icons.

• The dashboard only accounts for data added after its launch on September 7th, 2025. Please rescan older projects, to make sure their data is accounted for in the dashboard.