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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)1 Customer-managed encryption key (CMEK) VPC Service Controls Access Transparency (AXT)
Gemini 2.0 Flash
Online prediction
Batch prediction
Tuning
Gemini 2.0 Flash-Lite
Online prediction
Batch prediction
Tuning
Gemini 2.0 Pro
Online prediction
Batch prediction
Tuning
Gemini 1.5 Flash
Online prediction
Batch prediction
Tuning
Context caching (Preview)
Gemini 1.5 Pro
Online prediction
Batch prediction
Tuning
Context caching (Preview)
Gemini 1.0 Pro Vision
Online prediction
Gemini 1.0 Pro
Online prediction
Tuning2
Embeddings for Multimodal
Online prediction
Batch prediction
Tuning
Embeddings for Text
Online prediction
Batch prediction
Tuning
Imagen for Image Generation
Online prediction
Tuning
1 See
Generative AI on
Vertex AI locations for regions where the Generative AI on Vertex AI meets at-rest
commitments.
2 CMEK for Gemini 1.0 Pro tuning is only supported
in
us-east1 and
europe-west4.
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Last updated 2025-03-04 UTC.
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