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Isaca AAIA Dumps Questions Answers

Exam Code:
AAIA
Last Update: Jun 24, 2025
90 Questions Answers with Explanation Detail
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Exam Code:
AAIA
Total Questions:
90 Q&A's
Single Choice Questions:
90 Q&A's

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ISACA Advanced in AI Audit (AAIA) Questions and Answers

Questions 1

Which of the following is MOST important to have in place when initially populating data into a data frame for an AI model?

Options:

A.

The box charts, histograms, scatterplots, and Venn diagrams that identify correlations and outliers

B.

The code for separating data into training and testing data sets

C.

An analysis of exploratory data that checks for incorrect data types, null values, and duplicate entries

D.

An approved risk assessment for including, excluding, or subsequently dropping data attributes from the model

Questions 2

An IS auditor reviewing documentation for an AI model notes that the modeler utilized a K-means clustering algorithm, which clusters data into categories for correlations and analysis. Which of the following is the MOST important risk for the auditor to consider?

Options:

A.

K-means clustering is not a common data clustering method due to its complexity and difficulty categorizing data correctly.

B.

K-means clustering requires the modeler to supervise the learning analysis, which can introduce bias.

C.

K-means clustering algorithms are significantly sensitive to outliers and dependent on the similarity of units of measure.

D.

K-means clustering determines the number of clusters for the modeler without supervision.

Questions 3

A generative AI system has a validation control in place to reject inappropriate questions by checking them against built-in ethical standards. Which of the following enables malicious actors to circumvent this control through prompt engineering?

Options:

A.

Submitting the same questions in a foreign language translated by another AI-based system

B.

Presenting theoretical situations to justify the reason for asking the questions

C.

Asking the same questions later when the algorithm has changed after further learning

D.

Randomly placing keywords unrelated to the main topic

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