easyMultiple SelectObjective-mapped
AIF-C01 Practice Question: Which TWO AWS services can be used to monitor and…
Which TWO AWS services can be used to monitor and detect security anomalies in Amazon SageMaker model inference data? (Choose TWO.)
⚠ Common exam trap
Many candidates confuse AWS CloudTrail (API auditing) with CloudWatch Logs (log monitoring), or assume Macie can monitor any data flow, when it is restricted to S3 object-level sensitive data discovery.
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
✓
Amazon SageMaker Model Monitor
Amazon SageMaker Model Monitor is specifically designed to detect deviations in model quality, such as data drift and feature attribution drift, by continuously monitoring inference data against a baseline. Amazon CloudWatch Logs can be used to capture and analyze inference request logs, enabling custom anomaly detection through log-based metrics and alarms. Together, they provide a comprehensive approach to monitoring security anomalies in SageMaker model inference data.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Amazon Macie
Why it's wrong here
Macie discovers sensitive data in S3, not real-time inference data.
- ✗
AWS CloudTrail
Why it's wrong here
CloudTrail logs API calls, not inference data patterns.
- ✗
Amazon CodeGuru Security
Why it's wrong here
CodeGuru reviews code for vulnerabilities, not runtime data.
- ✓
Amazon SageMaker Model Monitor
Why this is correct
Model Monitor detects data drift and anomalies in inference data.
- ✓
Amazon CloudWatch Logs
Why this is correct
CloudWatch Logs can collect and analyze logs from model endpoints for security events.
Go deeper
Related to this question
About these practice questions
One of 619 original AIF-C01 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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.