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Microsoft Defender for Cloud's threat protection for AI services identifies threats to generative AI applications in real time and helps respond to security issues.
Defender for Cloud's AI threat protection works with Azure AI Content Safety Prompt Shields and Microsoft's threat intelligence to provide security alerts for threats like data leakage, data poisoning, jailbreak, and credential theft.
Defender XDR integration
Threat protection for AI services integrates with the Defender XDR, allowing security teams to centralize AI workload alerts in the Defender XDR portal.
Security teams can correlate AI workload alerts and incidents in the Defender XDR portal to understand the full scope of an attack, including malicious activities related to their generative AI applications.
Availability
| Aspect | Details |
|---|---|
| Release state: | General availability (GA) |
| Feature availability: | - Activity monitoring (security alerts) - Prompt evidence (security alerts) |
| Pricing: | Defender for AI Services is billed as shown on the pricing page. You can also estimate costs with the Defender for Cloud cost calculator. **Defender for AI services includes a 30 day free trial, capped up to 75 Billion tokens scanned. Billing will commence if cap is reached within the 30 day period. |
| Supported AI services: | Azure OpenAI supported models Azure AI Model Inference service supported models **Defender for cloud supports text tokens only at this phase (image and audio tokens aren't scanned) |
| Required roles and permissions: | To enable threat detection at subscription level, you need Owner roles (subscription owner) or specific roles with corresponding data actions. |
| Clouds: | 
Commercial clouds 
Azure Government
Microsoft Azure operated by 21Vianet
Connected AWS accounts |