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:

: 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)
Gemini 2.5 Pro
Online prediction
Batch prediction
Tuning
Context caching
RAG Engine
Grounding with Google Search and Grounding with Google Maps
Gemini 2.5 Flash
Online prediction
Batch prediction
Tuning
Context caching
RAG Engine
Grounding with Google Search and Grounding with Google Maps
Gemini 2.5 Flash Image
Online prediction
Batch prediction
Gemini 2.5 Flash-Lite
Online prediction
Batch prediction
Tuning
Context caching
RAG Engine
Grounding with Google Search and Grounding with Google Maps
Gemini 2.0 Flash
Online prediction
Batch prediction
Tuning
Context caching
RAG Engine
Grounding with Google Search and Grounding with Google Maps
Gemini 2.0 Flash-Lite
Online prediction
Batch prediction
Tuning
RAG Engine
Grounding with Google Search and Grounding with Google Maps
Embeddings for Multimodal
Online prediction
Batch prediction
Tuning
Embeddings for Text
Online prediction
Batch prediction
Tuning
RAG Engine
Imagen for Image Generation
Online prediction
Tuning
Veo for Video Generation
Online prediction


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