- A
Enable default encryption for the S3 bucket using AWS-managed S3 keys (SSE-S3)
Why wrong: SSE-S3 uses AWS-managed keys, not customer-managed.
- B
Specify a KMS customer-managed key when creating the SageMaker training job and enable data encryption for the S3 bucket with the same key
This encrypts both the training data and the model artifacts with a customer-managed key.
- C
Encrypt the data before uploading to S3 using a client-side library
Why wrong: While this encrypts data in S3, it does not encrypt model artifacts or intermediate data within SageMaker.
- D
Use SageMaker's local mode and store data on the instance's ephemeral storage
Why wrong: Ephemeral storage is not persistent and is not encrypted by default with a customer-managed key.
Question 398 of 1,000
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. This is a configuration task: choose the command set that satisfies every stated requirement. Small differences — like 'secret' vs 'password' or 'transport input ssh' vs 'all' — change whether the answer is correct. 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 data scientist needs to train a model in Amazon SageMaker using a dataset that contains personally identifiable information (PII). The company policy requires all data at rest to be encrypted with a customer-managed key. Which configuration meets this requirement?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Specify a KMS customer-managed key when creating the SageMaker training job and enable data encryption for the S3 bucket with the same key
Using a KMS customer-managed key (CMK) for SageMaker's EBS volumes and S3 buckets ensures encryption at rest with a key the customer controls. The other options either use AWS-managed keys, skip encryption, or are not applicable to SageMaker training jobs.
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.
- ✗
Enable default encryption for the S3 bucket using AWS-managed S3 keys (SSE-S3)
Why it's wrong here
SSE-S3 uses AWS-managed keys, not customer-managed.
- ✓
Specify a KMS customer-managed key when creating the SageMaker training job and enable data encryption for the S3 bucket with the same key
Why this is correct
This encrypts both the training data and the model artifacts with a customer-managed key.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Encrypt the data before uploading to S3 using a client-side library
Why it's wrong here
While this encrypts data in S3, it does not encrypt model artifacts or intermediate data within SageMaker.
- ✗
Use SageMaker's local mode and store data on the instance's ephemeral storage
Why it's wrong here
Ephemeral storage is not persistent and is not encrypted by default with a customer-managed key.
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.
Quick reference
AWS S3 Storage Class Comparison
| Storage Class | Min Duration | Retrieval | Use Case |
|---|---|---|---|
| S3 Standard | None | Immediate | Frequently accessed data |
| S3 Standard-IA | 30 days | Immediate | Infrequent access, rapid retrieval |
| S3 One Zone-IA | 30 days | Immediate | Non-critical infrequent data |
| S3 Intelligent-Tiering | None | Immediate–hours | Unknown or changing access patterns |
| S3 Glacier Instant | 90 days | Milliseconds | Archive with instant retrieval |
| S3 Glacier Flexible | 90 days | Minutes–hours | Archive, flexible retrieval |
| S3 Glacier Deep Archive | 180 days | Hours | Long-term compliance archive |
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.
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FAQ
Questions learners often ask
What does this AIF-C01 question test?
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: Specify a KMS customer-managed key when creating the SageMaker training job and enable data encryption for the S3 bucket with the same key — Using a KMS customer-managed key (CMK) for SageMaker's EBS volumes and S3 buckets ensures encryption at rest with a key the customer controls. The other options either use AWS-managed keys, skip encryption, or are not applicable to SageMaker training jobs.
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.
About these practice questions
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Last reviewed: Jul 4, 2026
This AIF-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AIF-C01 exam.
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