Security controls for Generative AI¶
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:
| Data residency (at-rest) | Customer-managed encryption key (CMEK) | VPC Service Controls (VPC-SC) | Access Transparency (AXT) | |
|---|---|---|---|---|
| Gemini 2.0 Flash | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Context caching | ||||
| Gemini 2.0 Flash-Lite | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Embeddings for Multimodal | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Embeddings for Text | ||||
| Online prediction | ||||
| Batch prediction | ||||
| Tuning | ||||
| Imagen for Image Generation | ||||
| Online prediction | ||||
| Tuning |
What's next¶
- Learn more about data residency by expanding General Service Terms and reading Data Location.
- Learn more about Vertex AI security controls.