AAIA AI Auditing Tools And Techniques Practice Question
When using 'LIME' (Local Interpretable Model-agnostic Explanations) for auditing, what is the auditor looking for?
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
✓
Local decision transparency
LIME creates a local surrogate model to explain individual predictions, helping the auditor understand why a specific decision was made.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Local decision transparency
Why this is correct
LIME explains local, individual predictions.
- ✗
Data distribution drift
Why it's wrong here
Drift is measured via statistical tests.
- ✗
Overall model performance
Why it's wrong here
LIME is for local, not global analysis.
- ✗
Adversarial robustness
Why it's wrong here
LIME is not an adversarial testing tool.
About these practice questions
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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 AAIA 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 AAIA exam.