IT업종 종사자분들은 모두 승진이나 연봉인상을 위해 자격증을 취득하려고 최선을 다하고 계실것입니다. 하지만 쉴틈없는 야근에 시달려서 공부할 시간이 없어 스트레스가 많이 쌓였을것입니다. ExamPassdump의ISACA인증 AAIR덤프로ISACA인증 AAIR시험공부를 해보세요. 시험문제커버율이 높아 덤프에 있는 문제만 조금의 시간의 들여 공부하신다면 누구나 쉽게 시험패스가능합니다.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Life Cycle Risk Management | 21% | - AI Data and Asset Management - AI Implementation, Maintenance, and Decommissioning - AI Model Training, Testing, and Validation - AI Design, Development/Procurement, and Documentation |
| Topic 2: AI Risk Governance and Framework Integration | 37% | - AI Ownership, Oversight, and Accountability - AI Models, Frameworks, Strategies, and Use Cases - AI Policies, Procedures, and Organizational Training - AI Trustworthiness, Ethical and Societal Implications - AI Organizational Processes and Alignment - AI Regulatory Compliance and Legal Considerations |
| Topic 3: AI Risk Program Management | 42% | - AI Risk Monitoring and Reporting - AI Risk Response and Mitigation - AI Risk Assurance and Continuous Improvement - AI Risk Identification and Assessment |
자기한테 딱 맞는 시험준비공부자료 마련은 아주 중요한 것입니다. ExamPassdump는 AAIR업계에 많이 알려져있는 덤프제공 사이트입니다. ExamPassdump덤프자료가 여러분의 시험준비자료로 부족한 부분이 있는지는 구매사이트에서 무료샘플을 다운로드하여 덤프의일부분 문제를 우선 체험해보시면 됩니다. ExamPassdump에서 AAIR제공해드리는 퍼펙트한 덤프는 여러분이 한방에 시험에서 통과하도록 최선을 다해 도와드립니다.
질문 # 28
Which of the following is the MOST effective way to gain insight into an organization ' s exposure to AI- powered threats?
정답：C
설명：
Within the ISACA Advanced in AI Risk framework, program management connects risk identification, control selection, treatment, monitoring, resilience, third-party oversight, and reporting to enterprise risk objectives. Continuous monitoring and behavioral analytics provide the broadest insight into AI-powered threats by detecting anomalies and evolving patterns that may not match known signatures. Static diagrams and signature-only detection are less effective against adaptive attacks. This makes option B, Implement continuous monitoring and behavior analytics, the strongest answer. The other choices describe narrower technical, operational, performance, or administrative considerations and do not address the primary risk- management objective in the scenario as directly. A risk practitioner should select the response that most effectively reduces the stated exposure while preserving appropriate oversight, traceability, and alignment with organizational risk tolerance and business requirements.
질문 # 29
An organization formally accepts residual risk for a low-impact AI capability after confirming it falls within the enterprise risk tolerance.
What is the primary benefit of this risk acceptance action?
정답：C
설명：
Within the ISACA Advanced in AI Risk framework, program management connects risk identification, control selection, treatment, monitoring, resilience, third-party oversight, and reporting to enterprise risk objectives. When residual risk is within tolerance and affects non-critical functions, formal acceptance is proportionate and allows scarce mitigation resources to be directed toward higher-impact exposures.
Acceptance must still be documented and monitored rather than treated as inaction. This makes option A, It enables the allocation of mitigation resources to more critical AI-specific issues, the strongest answer. The other choices describe narrower technical, operational, performance, or administrative considerations and do not address the primary risk-management objective in the scenario as directly. A risk practitioner should select the response that most effectively reduces the stated exposure while preserving appropriate oversight, traceability, and alignment with organizational risk tolerance and business requirements.
질문 # 30
When identifying AI risk scenarios for a customer service chatbot, which of the following is MOST important for a risk practitioner to evaluate?
정답：B
설명：
Within the ISACA Advanced in AI Risk framework, program management connects risk identification, control selection, treatment, monitoring, resilience, third-party oversight, and reporting to enterprise risk objectives. Risk scenario identification should focus on the severity of potential adverse effects on critical stakeholders and organizational objectives. Technical details such as encryption or dataset volume are controls or implementation factors, while impact drives scenario significance. This makes option C, Severity of adverse effects on critical stakeholders and objectives, the strongest answer. The other choices describe narrower technical, operational, performance, or administrative considerations and do not address the primary risk-management objective in the scenario as directly. A risk practitioner should select the response that most effectively reduces the stated exposure while preserving appropriate oversight, traceability, and alignment with organizational risk tolerance and business requirements.
질문 # 31
Which of the following is the MOST important consideration when managing changes to an AI model in production?
정답：B
설명：
Changes to production AI models-including retraining, parameter updates, and architecture modifications- can alter model behavior in ways that introduce new biases, reduce accuracy, or create regulatory compliance issues. Validation before deploying changes is the most critical safeguard.
Why C is Correct: According to ISACA AAIR change management guidance for AI systems, rigorous validation to assess changes' effects on predictive accuracy and model bias is the most important change management activity. Production AI models make real-world decisions affecting people and business outcomes. Unvalidated changes may degrade performance, introduce discriminatory patterns, or create regulatory violations that are difficult to detect and remediate after deployment.
Why A is Wrong: Allowing operational teams to adjust configuration parameters in real time bypasses change control processes and creates untracked, unvalidated changes to model behavior. This represents a governance risk, not an acceptable change management practice.
Why B is Wrong: Access controls for new model functionalities are a security and authorization concern.
While important for access governance, they do not address the technical risk that model changes may degrade performance or introduce bias.
Why D is Wrong: Expediting production rollouts to minimize downtime prioritizes availability over quality assurance. Rushing changes without adequate validation trades one operational risk (downtime) for a potentially more severe risk (biased or inaccurate outputs affecting critical decisions).
질문 # 32
Which of the following is the MOST important consideration when determining mitigation controls for an AI system?
정답：B
설명：
Control selection for AI systems requires balancing the effectiveness and cost of proposed controls against the potential losses or harms the controls are designed to prevent. This cost-benefit analysis ensures resources are allocated proportionately to risk reduction value.
Why C is Correct: The ISACA AAIR control selection guidance identifies the cost-benefit analysis of control effectiveness versus potential business losses as the most important mitigation control determination factor.
Implementing controls that cost more than the risk they mitigate represents inefficient risk management; failing to implement cost-effective controls that prevent large losses represents inadequate risk management.
This proportionality assessment is the foundation of risk-based control selection.
Why A is Wrong: Risk awareness training is an important enabler of effective risk management but is an organizational capability development activity rather than a control selection criterion. Training supports controls but does not determine which controls to implement.
Why B is Wrong: Control performance baselines and compliance reporting requirements are governance and compliance management activities. While necessary for control monitoring, they describe how controls are measured after selection, not how controls are selected in the first place.
Why D is Wrong: Computational complexity is a technical characteristic of the AI system that influences implementation considerations but is not the primary driver of control selection. The most computationally complex system still requires controls proportionate to its risk profile, not its technical architecture.
질문 # 33
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많은 사이트에서ISACA 인증AAIR 인증시험대비자료를 제공하고 있습니다. 그중에서 ExamPassdump를 선택한 분들은ISACA 인증AAIR시험통과의 지름길에 오른것과 같습니다. ExamPassdump는 시험에서 불합격성적표를 받으시면 덤프비용을 환불하는 서비스를 제공해드려 아무런 걱정없이 시험에 도전하도록 힘이 되어드립니다. ExamPassdump덤프를 사용하여 시험에서 통과하신 분이 전해주신 희소식이 ExamPassdump 덤프품질을 증명해드립니다.
AAIR합격보장 가능 시험덤프: https://www.exampassdump.com/AAIR_valid-braindumps.html