Security controls for Generative AI
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Vertex AI implements Google Cloud security controls to help secure your models and training data.
The following table lists the security controls available for Generative AI features:
: Supported for this model
: Not supported for this model
| Data residency (at-rest) | Customer-managed encryption key (CMEK) | VPC Service Controls (VPC-SC) |
Access Transparency (AXT) | |
|---|---|---|---|---|
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Context caching | ||||
| RAG Engine | ||||
| Grounding with Google Search and Grounding with Google Maps | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Context caching | ||||
| RAG Engine | ||||
| Grounding with Google Search and Grounding with Google Maps | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Context caching | ||||
| RAG Engine | ||||
| Grounding with Google Search and Grounding with Google Maps | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Context caching | ||||
| RAG Engine | ||||
| Grounding with Google Search and Grounding with Google Maps | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| RAG Engine | ||||
| Grounding with Google Search and Grounding with Google Maps | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| RAG Engine | ||||
| Online prediction | ||||
| Tuning | ||||
| Online prediction |
What's next
- Learn more about data residency by expanding General Service Terms and reading Data Location.
- Learn more about Vertex AI security controls.