Security controls for Generative AI
Stay organized with collections
Save and categorize content based on your preferences.
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) |
Gemini 1.5 Pro |
|
|
|
|
Online Prediction |
✔ |
✔ |
✔ |
✔ |
Batch Prediction |
✔ |
✔ |
✔ |
✔ |
Tuning |
✔ |
|
|
|
Gemini 1.5 Flash |
|
|
|
|
Online Prediction |
✔ |
✔ |
✔ |
✔ |
Batch Prediction |
✔ |
✔ |
✔ |
✔ |
Tuning |
✔ |
|
|
|
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 |
✔ |
✔ |
✔ |
✔ |
Embeddings for Multimodal |
|
|
|
|
Online Prediction |
✔ |
✔ |
✔ |
✔ |
Imagen for Image Generation |
|
|
|
|
Online Prediction |
✔ |
✔ |
✔ |
✔ |
Tuning |
✔ |
✔ |
✔ |
✔ |
1See
Generative AI on
Vertex AI locations for regions where the Generative AI on Vertex AI meets at-rest
commitments.
2CMEK for Gemini 1.0 Pro tuning is only supported
in
us-east1
and
europe-west4
.
Learn more
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-10-03 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-10-03 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-10-03 UTC."]]