AAIA AI Auditing Tools And Techniques Practice Question
Which technique is best for verifying that a model has not been subject to 'training data poisoning'?
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
✓
Review of data provenance
Analyzing data provenance and lineage ensures that only trusted sources were used for the training set.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Review of data provenance
Why this is correct
Data provenance confirms the source and integrity of training inputs.
- ✗
Latency testing
Why it's wrong here
Latency is a performance metric.
- ✗
Model Accuracy testing
Why it's wrong here
Accuracy doesn't reveal if the training data was poisoned.
- ✗
Hyperparameter tuning
Why it's wrong here
Tuning is for performance optimization.
About these practice questions
One of 209 original AAIA 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 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.