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AAISM AI Technologies And Controls Practice Question

Which TWO actions should be taken when implementing an AI security monitoring strategy in a production environment?

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

Implement automated alerting for anomalous request patterns

Effective monitoring requires both tracking system health and analyzing input/output traffic for malicious patterns.

Answer analysis

Option-by-option breakdown

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

  • Implement automated alerting for anomalous request patterns

    Why this is correct

    Detects potential adversarial attacks in real-time.

  • Disable all API telemetry to reduce attack surface

    Why it's wrong here

    Telemetry is required for observability.

  • Enable real-time logging of all model inputs and outputs

    Why this is correct

    Essential for incident response and forensic analysis.

  • Use a static list of IP addresses for all model access

    Why it's wrong here

    IP-based controls are insufficient for modern cloud AI.

  • Perform daily model retraining regardless of drift

    Why it's wrong here

    Retraining should be triggered by drift, not a schedule.

About these practice questions

One of 205 original AAISM 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 →

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official ISACA exam blueprint

This AAISM practice question is part of Courseiva's free ISACA 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 AAISM exam.