AAISM Practice Test

AAISM Practice Test practice questions, page 4 of 12, with answer review and explanations.

Question 16

Which of the following would BEST help to prevent the compromise of a facial recognition AI system through the use of alterations in facial appearance?

  1. Enhancing training data to increase variance
  2. Fine-tuning the AI model to decrease hallucinations
  3. Monitoring the system for misuse cases
  4. Implementing a secondary AI system to confirm images

Question 17

An organization concerned about the ethical and responsible use of a newly developed AI product should consider implementing:

  1. model cards.
  2. security by design.
  3. vendor monitoring.
  4. an accountability model.

Question 18

Which of the following metrics BEST evaluates the ability of a model to correctly identify all true positive instances?

  1. F1 score
  2. Specificity
  3. Precision
  4. Recall

Question 19

The PRIMARY reason to conduct a privacy impact assessment (PIA) on an AI system is to:

  1. identify applicable regulations.
  2. determine whether personal data is poisoned.
  3. build customer confidence.
  4. analyze how personal data is handled.

Question 20

Which of the following will BEST reduce data bias in machine learning (ML) algorithms?

  1. Utilizing unstructured data sets
  2. Adopting a more simplified model
  3. Diversifying the model training data
  4. Securing the model training data