AAISM AI Risk Management Practice Question
What is the most effective control to prevent 'Model Scraping' from an exposed AI prediction API?
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 tiered access and rate limiting.
Rate limiting and request authentication are the standard controls to prevent automated extraction of model knowledge.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Require users to sign a Terms of Service agreement.
Why it's wrong here
Legal agreements do not provide technical enforcement against scraping.
- ✓
Implement tiered access and rate limiting.
Why this is correct
Rate limiting restricts the volume of requests a scraper can perform.
- ✗
Increase the complexity of the model.
Why it's wrong here
Complexity does not stop scraping.
- ✗
Use an obfuscated model file name.
Why it's wrong here
Obfuscating file names is security through obscurity and does not prevent API scraping.
About these practice questions
This AAISM question is part of Courseiva's 205-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam 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.