AAIA STUDY GUIDE & AAIA FREE DOWNLOAD PDF & AAIA LATEST PDF VCE

AAIA Study Guide & AAIA Free Download pdf & AAIA Latest Pdf Vce

AAIA Study Guide & AAIA Free Download pdf & AAIA Latest Pdf Vce

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ISACA Advanced in AI Audit Sample Questions (Q38-Q43):

NEW QUESTION # 38
Which of the following controls helps mitigate the risk of competitors poisoning data utilized by a machine learning (ML) model performing sentiment analysis of product reviews?

  • A. Augmenting the unbalanced product review data set with the use of oversampling by the model developer
  • B. Requiring customers to authenticate access to their accounts prior to writing product reviews
  • C. Hiring a marketing firm to text links to customers requesting product reviews for monetary compensation
  • D. Peer reviewing code that acquires product reviews from social media posts

Answer: B


NEW QUESTION # 39
Which of the following key performance indicators (KPIs) are MOST important when evaluating whether an AI model meets business objectives?

  • A. Cost of resources required for AI model training
  • B. Frequency of AI model retraining
  • C. Number of users interacting with the AI model
  • D. AI model accuracy in predicting actual outcomes

Answer: D


NEW QUESTION # 40
An IS auditor notes the combined number of records utilized within the training, validation, and testing data sets exceeds the total number of records in the original data set. Which of the following is MOST important for the auditor to determine?

  • A. Whether the validation data set utilized the same number of records as the training data sets
  • B. Whether data leakage occurred from utilizing overlapping records in the data sets
  • C. Whether the training, validation, and testing data sets were created in the correct order
  • D. Whether a sufficient number of records were utilized in the training data set

Answer: B


NEW QUESTION # 41
An organization is using information gathered from customer accounts to train its AI chatbot. Which of the following is the GREATEST risk associated with this practice?

  • A. Transparency
  • B. AI bias
  • C. Disclosure of personal information
  • D. AI model hallucinations

Answer: C


NEW QUESTION # 42
A bank uses a video-based know your customer (KYC) verification process. Cybercriminals exploit this process by using deepfake technology to impersonate bank customers. Which of the following countermeasures is the BEST way for the bank to mitigate this risk?

  • A. Leveraging AI-based liveness detection during video verification
  • B. Discontinuing the use of the video-based verification process
  • C. Requesting additional identity and address documents for verification
  • D. Encrypting all customer data and communication

Answer: A


NEW QUESTION # 43
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