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:

	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.