AAISM AI Technologies And Controls Practice Question
You are securing a PyTorch model and want to implement differential privacy to protect the training data. Which library is specifically designed to work with PyTorch for this purpose?
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
✓
Opacus
Opacus is the official PyTorch library for training models with differential privacy.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
TensorFlow Privacy
Why it's wrong here
This is for TensorFlow, not PyTorch.
- ✗
Hugging Face Evaluate
Why it's wrong here
This library is for computing performance metrics.
- ✗
Adversarial Robustness Toolbox (ART)
Why it's wrong here
ART is for testing robustness, not implementing differential privacy during training.
- ✓
Opacus
Why this is correct
Opacus is the standard privacy library for PyTorch.
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 →
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.