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MLA-C01 Practice Question: A company stores training data in Amazon S3 and…

A company stores training data in Amazon S3 and uses Amazon SageMaker for model training. They need to ensure data is encrypted at rest. Which THREE encryption options are supported by SageMaker for data stored in S3? (Choose THREE.)

⚠ Common exam trap

Test-takers frequently confuse client-side encryption (which is not a server-side S3 encryption option) with server-side encryption options, or they mistakenly think CloudFront encryption applies to S3 data at rest, when it only applies to data in transit between CloudFront and viewers.

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

SSE-C (customer-provided keys)

Amazon SageMaker supports SSE-C (server-side encryption with customer-provided keys) for data stored in S3. When using SSE-C, you manage the encryption keys and provide them to SageMaker during training job configuration. SageMaker uses these keys to decrypt the data on your behalf, ensuring data is encrypted at rest in S3 while you retain control of the encryption keys.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • SSE-C (customer-provided keys)

    Why this is correct

    SageMaker supports SSE-C, but the user must provide the key during training.

  • Client-side encryption

    Why it's wrong here

    SageMaker cannot automatically decrypt client-side encrypted data.

  • SSE-KMS (KMS-managed keys)

    Why this is correct

    SageMaker supports SSE-KMS with appropriate KMS key permissions.

  • Amazon CloudFront encryption

    Why it's wrong here

    CloudFront is for content delivery, not storage encryption.

  • SSE-S3 (S3-managed keys)

    Why this is correct

    SageMaker can read data encrypted with SSE-S3.

Quick reference

AWS S3 Storage Class Comparison

Storage ClassMin DurationRetrievalUse Case
S3 StandardNoneImmediateFrequently accessed data
S3 Standard-IA30 daysImmediateInfrequent access, rapid retrieval
S3 One Zone-IA30 daysImmediateNon-critical infrequent data
S3 Intelligent-TieringNoneImmediate–hoursUnknown or changing access patterns
S3 Glacier Instant90 daysMillisecondsArchive with instant retrieval
S3 Glacier Flexible90 daysMinutes–hoursArchive, flexible retrieval
S3 Glacier Deep Archive180 daysHoursLong-term compliance archive

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JA

Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This MLA-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 MLA-C01 exam.