AIP-C01 Testing Validation And Troubleshooting Practice Question
You are auditing an AI application for security risks. Which THREE of the following are potential threats that should be tested against the model?
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
✓
Toxic or biased output generation.
Prompt injection, PII leakage, and model output toxicity are key security concerns for LLM applications.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Toxic or biased output generation.
Why this is correct
Ensuring the model adheres to safety policies regarding tone and content.
- ✗
Insecure API endpoint access.
Why it's wrong here
While this is a general security issue, it is not specific to the LLM model itself.
- ✗
Excessive API latency.
Why it's wrong here
Latency is an availability issue, not a direct security threat.
- ✓
Prompt injection attacks.
Why this is correct
Malicious users attempting to override system instructions.
- ✓
PII data leakage in the response.
Why this is correct
The model revealing sensitive user information found in the training data or context.
About these practice questions
Courseiva writes every AIP-C01 question from scratch — 181 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 Amazon Web Services exam blueprint
This AIP-C01 practice question is part of Courseiva's free Amazon Web Services 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 AIP-C01 exam.