AAISM practice questions 61–70

1. Question 61 · 82 in bank

   Which of the following is the MOST effective and secure way to prevent model attribute attacks against an organization's centralized AI system training data that includes sensitive information about individuals?

   • AMonitoring the output of AI learning models continuously
   • BUsing federated learning to train AI algorithms
   • CImplementing a cross-validation AI learning model
   • DRemoving private data from AI training datasets

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   Answer: B

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2. Question 62 · 82 in bank

   Which of the following AI system use cases would present the GREATEST regulatory compliance risk for an organization expanding into foreign markets?

   • AEmployee performance ranking
   • BPersonalized marketing recommendations
   • CEmail spam filtering
   • DCustomer support chatbots

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   Answer: A

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3. Question 63 · 82 in bank

   Which of the following is the BEST mechanism for identifying risk associated with the output of an AI application?

   • AInternal testing
   • BDirect feedback
   • CData analytics
   • DData provenance

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   Answer: B

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4. Question 64 · 82 in bank

   When deploying an AI system, which of the following actions is MOST important to ensure the tradeoffs of performance and accuracy are appropriately considered?

   • AMonitoring key risk indicators (KRIs) against risk tolerance
   • BAligning risk tolerance to key performance indicators (KPIs)
   • CTesting the system's technical controls
   • DRealigning organizational goals to the system

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   Answer: B

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5. Question 65 · 82 in bank

   An organization's HR chatbot was discovered generating fake employee details using a third-party API. Which would be the information security team's BEST recommendation?

   • ARetrain the chatbot to validate input.
   • BLimit the chatbot's communication with the third-party API.
   • CReview the chatbot's test reports.
   • DRequest the third-party API logs for review.

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   Answer: B

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6. Question 66 · 82 in bank

   After implementing generative AI tools, an organization was notified of new critical compliance requirements aimed at verifying how AI is being used. Which of the following should be done FIRST?

   • ACreate a policy for responsible use.
   • BSchedule regular compliance reviews.
   • CDevelop a report of control compliance.
   • DDefine access control rules.

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   Answer: A

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7. Question 67 · 82 in bank

   An AI system sponsored by an organization has expanded by connecting with an increased number of third-party systems. Which of the following would be an information security manager's BEST recommendation in this situation?

   • AMonitor server utilization to reach the optimal operational state.
   • BDefine clear lines of accountability for control ownership.
   • CConduct due diligence on new third-party contracts.
   • DIntroduce cost distribution methods that are fair to all third parties.

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   Answer: C

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8. Question 68 · 82 in bank

   Which of the following is BEST to review in order to detect issues related to data used throughout an AI system's life cycle?

   • AData quality requirements
   • BUser access logs
   • CData retention policies
   • DData flow diagrams

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   Answer: D

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9. Question 69 · 82 in bank

   An organization lacks visibility into the decision-making processes of a newly deployed AI model, and there are concerns regarding accuracy, bias, and stakeholder trust. Which of the following is the BEST way to improve model accuracy?

   • AImplement a governance system that defines procedures for model testing and validation.
   • BEstablish monitoring controls to track AI decision-making and escalate anomalies for further analysis.
   • CIncrease the size of training datasets to encompass as many various scenarios as possible.
   • DRequire explainability features and review of AI outputs as part of model governance.

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   Answer: C

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10. Question 70 · 82 in bank

    An organization uses an AI model to optimize traffic signals and predict congestion. Due to misconfiguration and lack of validation, the system over-prioritizes low-traffic areas, causing gridlock in major cities. Which of the following should be done FIRST to address this issue?

    • ARetrain the model in real time using new traffic data.
    • BRoll back the AI system to a previous version.
    • CContinue running the AI model and deploy a secondary system.
    • DDisable the AI system and issue a public statement.

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    Answer: B

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AAISM practice, question 61. 82 questions available.