AI0-001 AI Security Practice Question
An organization uses a third-party pre-trained model for a medical diagnosis system. Which supply chain security measure is MOST critical to verify before deployment?
⚠ Common exam trap
The AI0-001 exam often tests the distinction between general security hygiene (SBOM, hosting, API keys) and the model-specific threat of backdoors, which is unique to AI supply chain security and the most critical to verify for pre-trained models.
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
✓
Scanning the model for backdoors
Third-party pre-trained models can contain hidden backdoors inserted during training, such as poisoned weights that trigger misclassification on specific inputs. In a medical diagnosis system, such backdoors could cause life-threatening errors, making verification against adversarial manipulation the most critical supply chain security measure before deployment.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Reviewing the model's software bill of materials (SBOM)
Why it's wrong here
SBOM lists components but does not detect backdoors inserted into model weights.
- ✗
Ensuring the model is hosted on a private cloud
Why it's wrong here
Hosting location does not guarantee the model hasn't been tampered with.
- ✓
Scanning the model for backdoors
Why this is correct
Backdoor detection is essential to ensure the model hasn't been maliciously altered to produce targeted failures.
- ✗
Checking for proper API key management
Why it's wrong here
API key management is important for deployment security but doesn't address supply chain integrity of the model itself.
About these practice questions
This AI0-001 question is part of Courseiva's 754-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 by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI0-001 practice question is part of Courseiva's free CompTIA 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 AI0-001 exam.