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Isaca AAIA

ISACA Advanced in AI Audit

Verified practice questions with detailed answers, clear explanations, and community discussion.

  • 445

    questions

  • 9 days ago

    last updated

  • 4.8/5

    overall rating

Question 1 of 445

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

Answer choices
Show answer

Correct answer: B

AI model accuracy in predicting actual outcomes directly measures whether the model produces results that support its intended business purpose. A model must reliably perform the task it was designed for before factors such as training cost, retraining frequency, or user adoption can demonstrate value. Those operational metrics may affect efficiency or governance, but they do not by themselves show that the model’s decisions or predictions are correct.

Community votes

3 votes

BSuggested

100%

Question 2 of 445

The BEST way to prevent sensitive information disclosure by large language model (LLM) chatbots is through:

Answer choices
Show answer

Correct answer: B

Data sanitization prevents sensitive information from being included in the data provided to, retained by, or retrieved through an LLM chatbot. It removes or transforms confidential fields before prompts, training data, and knowledge sources are processed, reducing the opportunity for disclosure at the source. Manual monitoring is reactive and difficult to scale, while data masking may obscure values without fully removing sensitive context. Access controls limit who can use data but do not prevent an authorized user or the model from exposing sensitive content.

Community votes

13 votes

BSuggested

54%

C

46%

Question 3 of 445

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?

Answer choices
Show answer

Correct answer: D

Disclosure of personal information is the greatest risk because customer account data may contain personally identifiable, confidential, or sensitive information. If that data is used for training without appropriate consent, minimization, anonymization, and access controls, the chatbot could expose it through responses or create privacy-law violations. Transparency, hallucinations, and bias are important AI risks, but they do not directly address the immediate confidentiality and privacy exposure created by using customer data for training.

Community votes

2 votes

DSuggested

100%

Question 4 of 445

An IS auditor is evaluating an organization’s incident management program to ensure it is sufficiently prepared to manage AI-related incidents. Which of the following is MOST important for the auditor to validate?

Answer choices
Show answer

Correct answer: A

Processes for AI model drift and data integrity attacks are essential because AI incidents can arise from degraded model performance, manipulated inputs, corrupted training data, or compromised data pipelines. An effective incident management program must identify, contain, investigate, and recover from these AI-specific risks. Alignment with general industry practices is useful but does not demonstrate preparedness for unique AI failure modes. Retraining may be appropriate after some incidents, but it is a remediation decision rather than a universal incident-management requirement.

Community votes

2 votes

ASuggested

100%

Question 5 of 445

Which of the following is MOST important for an IS auditor to consider when identifying AI risk in a know your customer (KYC) application within a banking organization?

Answer choices
Show answer

Correct answer: A

Business disruption and financial impact are the primary considerations because KYC supports regulatory compliance, customer onboarding, and anti-money-laundering controls. AI failures can incorrectly approve high-risk customers, reject legitimate customers, or interrupt onboarding processes, leading to fines, fraud exposure, operational losses, and reputational harm. The auditor therefore evaluates how AI risk could affect critical banking operations and the organization’s financial position.

Community votes

2 votes

ASuggested

100%

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Stories from the certified

Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
Italy
Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Charles Sirois
Canada
As this was my first certification exam, I was understandably nervous about what to expect. These study materials made the preparation process much easier, and many of the questions closely reflected those on the actual exam.
Lance Chambers
United States
Wasted about a month going through the free dump sites scattered all over reddit, half the answers were wrong and the other half were for a version of the exam that doesn't even exist anymore. Eventually gave in and paid the small fee here, and the difference was night and day.
Alisha Kelly
Italy
Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
Casper Claassen
Netherlands
Used this along with Microsoft Learn and the combo worked really well. The practice questions made the stuff I'd read actually stick. Passed first attempt, no complaints from me.
Gabriele Ghesla
Italy
The content is accurate and clearly presented, and it's more affordable than competitors. The team has been incredibly responsive whenever I've had an issue, and they've been open to small changes that improve the platform.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.
Morgan Farmer
United Kingdom
I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
Passed ITIL 4 Foundation with 87%. Material was enough by itself.
Archie Hopkins
United States
I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
Nancy Mcbride
United States
Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
United States
A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.

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Answers about access, updates, payments, and the refund policy.

01Are these real exam questions?

Our Isaca AAIA questions are based on real exam experiences and are regularly updated to match the current exam format. Most candidates who study with us report passing on their first attempt, based on a self reported post exam survey.

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With our Premium package, you get a 100% money back guarantee. If you don't pass your exam after studying with our materials, simply contact us with your exam results and we'll refund your purchase.

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Our question bank is updated regularly based on feedback from recent exam takers. We typically review and update our content every week with reports about new questions or changes to the exam format.

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Both plans open the full question bank, the explanations, and the discussions. Premium also includes the printable PDF and advanced study tools, giving you full control over how many questions you see per page, quick navigation to any page, and the ability to resume exactly where you left off.

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You get access to all 445 questions in our database for the Isaca AAIA exam. This includes detailed explanations and answer justifications to help you understand the concepts thoroughly.

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