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 | ✔ | ✔2 | ✔ | ✔ |
Evaluation | ✔3 | ✔3 | ✔3 | ✔3 |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Batch Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | ✔ | ✔ | ✔ |
Evaluation | ✔3 | ✔3 | ✔3 | ✔3 |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Tuning | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Online Prediction | ✔ | ✔ | ✔ | ✔ |
Online Prediction |
2GPU only.
3Computation-based and AutoSxS evaluation pipelines only.
* Learn more about data residency by expanding General Service Terms and reading 1. Data Location.
Learn more
- Learn more about Vertex AI security controls.