When auditing a machine learning (ML) solution, false positives can BEST be assessed by examining the level of:
#61
Answer: A✅ Correct❌ Incorrect
A healthcare organization uses an AI model to analyze patient data and provide diagnostic recommendations. Which of the following MOST effectively detects data drift related to the model’s predictions?
#62
Answer: C✅ Correct❌ Incorrect
From a data appropriateness and bias perspective, which of the following should be of GREATEST concern when reviewing an AI model used in a credit scoring system?
#63
Answer: D✅ Correct❌ Incorrect
A deepfake video is presented as evidence in a court case, falsely implicating an individual in criminal activities. Which of the following is an IS auditor’s BEST recommendation to help ensure the authenticity of digital evidence?
#64
Answer: A✅ Correct❌ Incorrect
An IS auditor is planning to audit an AI model for algorithmic bias. Which of the following is the BEST way to test the model?
#65
Answer: D✅ Correct❌ Incorrect
An IS auditor has received all journal entries posted for the fiscal year. Which of the following is the BEST way to use AI to detect anomalies in the population?
#66
Answer: C✅ Correct❌ Incorrect
Which of the following would BEST help an organization justify decisions made by an AI model?
#67
Answer: B✅ Correct❌ Incorrect
Which of the following is the GREATEST benefit to an IS auditor using tree-based feature importance?
#68
Answer: D✅ Correct❌ Incorrect
Which of the following is the PRIMARY advantage of using K-fold cross validation when evaluating the performance of a machine learning (ML) model?