ISACA AAISM exam practice questions and answers

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| Topic | Details |
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| Topic 1 | - AI Governance and Program Management: This section of the exam measures the abilities of AI Security Governance Professionals and focuses on advising stakeholders in implementing AI security through governance frameworks, policy creation, data lifecycle management, program development, and incident response protocols.
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| Topic 2 | - AI Technologies and Controls: This section of the exam measures the expertise of AI Security Architects and assesses knowledge in designing secure AI architecture and controls. It addresses privacy, ethical, and trust concerns, data management controls, monitoring mechanisms, and security control implementation tailored to AI systems.
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| Topic 3 | - AI Risk Management: This section of the exam measures the skills of AI Risk Managers and covers assessing enterprise threats, vulnerabilities, and supply chain risk associated with AI adoption, including risk treatment plans and vendor oversight.
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AAISM Related Content, AAISM Test Questions
What is more difficult is not only passing the ISACA AAISM Certification Exam, but the acute anxiety and the excessive burden also make the candidate nervous to qualify for the ISACA Advanced in AI Security Management (AAISM) Exam certification. If you are going through the same tough challenge, do not worry because ISACA is here to assist you.
ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q277-Q282):
NEW QUESTION # 277
Which of the following BEST supports the evaluation of AI system outputs?
- A. Input controls
- B. Model card assessment
- C. Manual review
- D. Scenario analysis
Answer: C
Explanation:
Manual review allows direct assessment of AI outputs for accuracy, relevance, and potential issues in real-world contexts, making it the most effective method for evaluating the quality and reliability of outputs.
NEW QUESTION # 278
Which of the following is the BEST approach to establish continuous monitoring of AI systems after rolling out AI services in a global organization?
- A. Quickly schedule manual reviews of model accuracy on a monthly basis.
- B. Assess independent control reports and implement vendor dashboard monitoring.
- C. Implement predefined metrics, automate logging, and escalate alerts to the security operations center (SOC).
- D. Emphasize pre-deployment testing and model validation reports, deferring runtime monitoring until the services start producing results.
Answer: C
Explanation:
Defining monitoring metrics, automating logging, and integrating alerting with the SOC enables real-time visibility and response to issues. This provides continuous oversight of AI system behavior and risks across the organization after deployment.
NEW QUESTION # 279
Which of the following factors is MOST important for preserving user confidence and trust in generative AI systems?
- A. Data anonymization
- B. Bias minimization
- C. Transparent disclosure and informed consent
- D. Access controls and secure storage solutions
Answer: C
Explanation:
AAISM risk guidance underscores that transparent disclosure and informed consent are the most important factors in maintaining user trust in generative AI. Users must clearly understand how outputs are created, what data sources are used, and how risks such as bias or misinformation are managed. While bias minimization, access controls, and anonymization contribute to technical or ethical robustness, they are not sufficient to preserve user trust. Trust requires openness and consent, which align with governance expectations for transparency and accountability.
References:
AAISM Exam Content Outline - AI Risk Management (Transparency and Trust) AI Security Management Study Guide - User Confidence in Generative AI
NEW QUESTION # 280
Which of the following is the MOST effective way to identify deepfakes generated by AI?
- A. Comparing the model card to the output generated by AI
- B. Examining irregularities in metadata or data traces
- C. Detecting irregular pixel patterns or distorted frames
- D. Analyzing biometric inconsistencies
Answer: D
Explanation:
Analyzing biometric inconsistencies is the most effective method because deepfakes often fail to perfectly replicate natural human physiological and behavioral characteristics such as facial movements, blinking patterns, voice characteristics, or lip synchronization. These inconsistencies provide strong indicators of AI-generated manipulation.
NEW QUESTION # 281
Which of the following is MOST important to monitor in order to ensure the effectiveness of an organization's AI vendor management program?
- A. Vendor results in compliance training programs
- B. Vendor compliance with AI-related requirements
- C. Vendor reviews of external AI threat reports
- D. Vendor participation in industry AI research
Answer: B
Explanation:
The AAISM framework specifies that the primary metric of effectiveness in vendor management is the vendor's compliance with AI-related requirements defined in contracts and governance frameworks. This provides measurable assurance that vendors adhere to agreed-upon privacy, security, and ethical standards. Reviews of threat reports, training results, or research participation are supplemental and may support continuous improvement, but they do not establish compliance accountability. Governance requires a direct focus on whether contractual and regulatory obligations are being fulfilled. Therefore, vendor compliance with AI requirements is the most important monitoring focus.
NEW QUESTION # 282
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