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)1 | Customer-managed encryption key (CMEK) | VPC Service Controls (VPC-SC) |
Access Transparency (AXT) | |
---|---|---|---|---|
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Batch Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | |||
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Batch Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | |||
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning2 | ✔ | ✔ | ||
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Batch Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Batch Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | ✔ | ✔ | ✔ |
2CMEK for Gemini 1.0 Pro tuning is only supported in
us-east1
and europe-west4
.
Learn more
- Learn more about data residency by expanding General Service Terms and reading 1. Data Location.
- Learn more about Vertex AI security controls.