AAISM AI Risk Management Practice Question
A researcher is using 'Adversarial Training' to defend against evasion. How exactly does this work?
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
✓
It trains the model on adversarial examples alongside clean data.
Adversarial training includes adversarial examples in the training set, allowing the model to learn to classify them correctly.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
It uses a secondary model to detect malicious input.
Why it's wrong here
That is an input detector, not adversarial training.
- ✗
It restricts input to a whitelist of authorized users.
Why it's wrong here
That is access control.
- ✓
It trains the model on adversarial examples alongside clean data.
Why this is correct
This is the core definition of adversarial training.
- ✗
It adds noise to the weights of the model.
Why it's wrong here
That is weight perturbation, not adversarial training.
About these practice questions
Courseiva writes every AAISM question from scratch — 205 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. 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 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.