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You can use VPC Service Controls with AML AI to restrict
data access and prevent data exfiltration, even by users and accounts which
otherwise have the permissions in IAM to access data. This helps prevent access
from unauthorized devices and networks.
VPC-SC for AML AI can be set up and monitored like any other
VPC Service Controls service.
Where VPC-SC is enabled, services consumed by AML AI must be
accessible within the same VPC-SC perimeter. VPC-SC allows for complex
configuration, but you should consider:
Cloud KMS
The BigQuery dataset (note that the input and output datasets must be
in the same project)
The network origin from which requests will be made
[[["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 2025-04-17 UTC."],[[["VPC Service Controls (VPC-SC) can be used with AML AI to restrict data access and prevent data exfiltration, even for users with IAM permissions."],["VPC-SC for AML AI can be managed and monitored just like any other VPC Service Controls service."],["When VPC-SC is enabled, services utilized by AML AI must be accessible within the same VPC-SC perimeter."],["When configuring VPC-SC for AML AI, you must consider Cloud KMS, the BigQuery dataset, and the network origin of requests."]]],[]]
