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AI Defense Overview Key Capabilities

Last updated: Jul 23, 2025

Key Capabilities

Comprehensive security for the AI era

AI Defense addresses the needs of teams that create and run AI applications, as well as teams that need to ensure AI safety for their population of users:

  • For teams that create and run AI applications, the following AI application security tools protect your organization and users:

    • AI Cloud Visibility discovers AI assets (models and connected data sources) running in an organization’s public and virtual private cloud environments, including unsanctioned models.

    • AI Model & Application Validation performs an automated, algorithmic vulnerability assessment of AI models and applications to identify hundreds of potential safety and security risks.

    • AI Runtime Protection safeguards production AI applications against adversarial attacks and harmful responses in real-time. Its detections are customizable and span hundreds of security and safety categories.

  • For teams that ensure AI safety for their population of users, AI Access provides visibility, access control, and data loss prevention for hundreds of AI-enabled third-party apps used across the enterprise, protecting your organization against risks from approved AI application usage as well as shadow AI usage.