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AIF-C01 · Question #164

A company wants to fine-tune an ML model that is hosted on Amazon Bedrock. The company wants to use its own sensitive data that is stored in private databases in a VPC. The data needs to stay within…

The correct answer is C. Use AWS PrivateLink to connect the VPC and Amazon Bedrock. The company wants to fine-tune an ML model on Amazon Bedrock using sensitive data stored in private databases within a VPC, ensuring the data remains within its private network. AWS PrivateLink provides a secure, private connection between a VPC and AWS services like Amazon…

Submitted by anna_se· Mar 30, 2026Security, Compliance, and Governance for AI Solutions

Question

A company wants to fine-tune an ML model that is hosted on Amazon Bedrock. The company wants to use its own sensitive data that is stored in private databases in a VPC. The data needs to stay within the company's private network. Which solution will meet these requirements?

Options

  • ARestrict access to Amazon Bedrock by using an AWS Identity and Access Management (IAM)
  • BRestrict access to Amazon Bedrock by using an AWS Identity and Access Management (IAM)
  • CUse AWS PrivateLink to connect the VPC and Amazon Bedrock.
  • DUse AWS Key Management Service (AWS KMS) keys to encrypt the data.

How the community answered

(38 responses)
  • A
    5% (2)
  • B
    13% (5)
  • C
    79% (30)
  • D
    3% (1)

Explanation

The company wants to fine-tune an ML model on Amazon Bedrock using sensitive data stored in private databases within a VPC, ensuring the data remains within its private network. AWS PrivateLink provides a secure, private connection between a VPC and AWS services like Amazon Bedrock, allowing data to stay within the company's network without traversing the public internet. This meets the requirement for maintaining data privacy during fine-tuning. AWS PrivateLink enables you to securely connect your VPC to Amazon Bedrock without exposing data to the public internet. This is particularly useful for fine-tuning models with sensitive data, as it ensures that data remains within your private network.

Topics

#AWS PrivateLink#VPC#Amazon Bedrock#data privacy

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