AIF-C01 Practice Question: Security, Compliance and Governance for AI Solutions
This AIF-C01 practice question tests your understanding of security, compliance and governance for ai solutions. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A company is deploying a machine learning model using Amazon SageMaker. They need to ensure that the training data, which contains personally identifiable information (PII), is encrypted both in transit and at rest. They also need to control access to the model endpoints. Which TWO actions should the company take?
Use AWS Certificate Manager (ACM) to attach an SSL/TLS certificate to the SageMaker endpoint.
Encrypts data in transit.
B
Enable SageMaker Data Wrangler for data preparation.
Why wrong: Data Wrangler is a data preparation tool, not for encryption.
C
Enable SageMaker Model Monitor to detect data drift.
Why wrong: Model monitoring does not provide encryption.
D
Use AWS Key Management Service (KMS) to encrypt the S3 bucket where training data is stored, and enable encryption for the SageMaker notebook instance.
Encrypts data at rest.
E
Use a VPC with security groups to restrict access to the SageMaker endpoint to only known IP addresses.
Why wrong: This controls network access, not encryption.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Use AWS Certificate Manager (ACM) to attach an SSL/TLS certificate to the SageMaker endpoint.
Option A ensures data at rest encryption using KMS for the S3 bucket and SageMaker notebook instance. Option D ensures data in transit encryption by attaching an SSL/TLS certificate to the SageMaker endpoint via ACM. Option B addresses network-level access control, not encryption. Option C is for model monitoring, not encryption. Option E is a data preparation tool, not encryption.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✓
Use AWS Certificate Manager (ACM) to attach an SSL/TLS certificate to the SageMaker endpoint.
Why this is correct
Encrypts data in transit.
Related concept
Read the scenario before looking for a memorised answer.
✗
Enable SageMaker Data Wrangler for data preparation.
Why it's wrong here
Data Wrangler is a data preparation tool, not for encryption.
✗
Enable SageMaker Model Monitor to detect data drift.
Why it's wrong here
Model monitoring does not provide encryption.
✓
Use AWS Key Management Service (KMS) to encrypt the S3 bucket where training data is stored, and enable encryption for the SageMaker notebook instance.
Read the scenario before looking for a memorised answer.
✗
Use a VPC with security groups to restrict access to the SageMaker endpoint to only known IP addresses.
Why it's wrong here
This controls network access, not encryption.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.
TExam Day Tips
→Underline the problem statement mentally.
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.
What to study next
Got this wrong? Here's your next step.
Identify which AIF-C01 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Security, Compliance and Governance for AI Solutions — This question tests Security, Compliance and Governance for AI Solutions — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Use AWS Certificate Manager (ACM) to attach an SSL/TLS certificate to the SageMaker endpoint. — Option A ensures data at rest encryption using KMS for the S3 bucket and SageMaker notebook instance. Option D ensures data in transit encryption by attaching an SSL/TLS certificate to the SageMaker endpoint via ACM. Option B addresses network-level access control, not encryption. Option C is for model monitoring, not encryption. Option E is a data preparation tool, not encryption.
What should I do if I get this AIF-C01 question wrong?
Identify which AIF-C01 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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