AWS Certified AI Practitioner AIF-C01 Practice Question

A startup is training a computer vision model on AWS. The training images are stored in a dedicated Amazon S3 bucket named "prod-data". To follow the principle of least privilege, the company wants only its Amazon SageMaker training jobs to read objects in this bucket, and no other AWS principals should have access. Which action satisfies this requirement with the least operational effort?

  • Turn on S3 Block Public Access for the bucket to prevent any unintended access.

  • Encrypt the bucket with a customer-managed AWS KMS key and require KMS permissions for decryption.

  • Attach an IAM role to the SageMaker training jobs that includes a policy granting s3:GetObject permission only for the prod-data bucket.

  • Enable Amazon Macie on the bucket to monitor sensitive data and unauthorized access.

AWS Certified AI Practitioner AIF-C01
Security, Compliance, and Governance for AI Solutions
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