AWS Certified AI Practitioner AIF-C01 Practice Question
A company hosts a real-time inference endpoint in Amazon SageMaker. Security policy states that all traffic between the company's VPC and the endpoint must stay on the AWS network and never traverse the public internet. Which AWS feature satisfies this requirement?
Encrypt model artifacts with AWS Key Management Service (AWS KMS)
Enable AWS Shield Standard on the SageMaker endpoint
Establish a VPC peering connection to the SageMaker service VPC
Create an interface VPC endpoint for the SageMaker endpoint using AWS PrivateLink
AWS PrivateLink lets you create an interface VPC endpoint that maps a private IP address in your VPC to an AWS service such as SageMaker. Requests routed to the endpoint remain on the AWS backbone, so no internet gateway, NAT device, or public IP is involved. VPC peering does not connect to AWS-managed service endpoints, AWS Shield only provides DDoS protection, and AWS KMS addresses encryption of data, not network path isolation. Therefore, using an interface endpoint with AWS PrivateLink is the correct way to enforce that traffic stays within the AWS network.
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What is AWS PrivateLink, and how does it work?
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Why can’t VPC peering be used to connect to AWS-managed service endpoints?
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What is the difference between AWS Shield and AWS PrivateLink in securing network traffic?
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AWS Certified AI Practitioner AIF-C01
Security, Compliance, and Governance for AI Solutions
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