많은 시간과 돈이 필요 없습니다. 30분이란 특별학습가이드로 여러분은ISACA AAIR인증시험을 한번에 통과할 수 있습니다, Itexamdump에서ISACA AAIR시험자료의 문제와 답이 실제시험의 문제와 답과 아주 비슷한 덤프만 제공합니다.
| Section | Weight | Objectives |
|---|---|---|
| AI Risk Program Management | 42% | - AI Risk Identification and Assessment - AI Risk Response and Mitigation - AI Risk Monitoring and Reporting - AI Risk Assurance and Continuous Improvement |
| AI Life Cycle Risk Management | 21% | - AI Design, Development/Procurement, and Documentation - AI Model Training, Testing, and Validation - AI Implementation, Maintenance, and Decommissioning - AI Data and Asset Management |
| AI Risk Governance and Framework Integration | 37% | - AI Ownership, Oversight, and Accountability - AI Organizational Processes and Alignment - AI Models, Frameworks, Strategies, and Use Cases - AI Policies, Procedures, and Organizational Training - AI Trustworthiness, Ethical and Societal Implications - AI Regulatory Compliance and Legal Considerations |
만약 아직도ISACA AAIR인증시험 위하여 많은 시간과 정력을 소모하며 열심히 공부하고 있습니까? 아직도 어덯게하면ISACA AAIR인증시험을 빠르게 취득할 수 있는 방법을 못찿고 계십니까? 지금Itexamdump에서ISACA AAIR인증시험을 안전하게 넘을 수 있도록 대책을 내드리겠습니다. 아주 신기한 효과가 있을 것입니다.
질문 # 166
An organization plans to deploy a generative AI system that processes sensitive personal data across multiple countries with varying privacy laws. Which of the following is the BEST course of action to manage legal and regulatory exposure?
정답：D
설명：
Multi-jurisdictional AI deployment requires jurisdiction-specific compliance strategies because privacy and data protection laws vary significantly across countries. A one-size-fits-all approach frequently fails to meet local requirements, while post-deployment remediation creates legal exposure during the gap period.
Why B is Correct: According to ISACA AAIR guidance, the best approach to multi-jurisdictional compliance is to tailor controls to each relevant statutory framework before deployment and maintain audit trails that demonstrate adherence. This proactive, documented approach reduces legal exposure, satisfies regulatory examination requirements, and enables the organization to demonstrate accountability-a key requirement of frameworks like GDPR.
Why A is Wrong: Post-deployment remediation means the organization is non-compliant during deployment, which creates immediate regulatory exposure. Iterative fixes after harm has occurred are inadequate for protecting individuals or the organization.
Why C is Wrong: Uniform global policies cannot satisfy jurisdictions with conflicting requirements-some laws mandate data residency within borders, making cross-border transfer impossible regardless of encryption strength.
Why D is Wrong: Restricting disclosure of model operations conflicts with transparency requirements embedded in many privacy laws, including GDPR's right to explanation. IP protection cannot override regulatory disclosure obligations.
질문 # 167
A rideshare organization is considering the use of AI for dynamic surge pricing. Which of the following is the MOST important risk to evaluate?
정답：B
설명：
Within the ISACA Advanced in AI Risk framework, governance decisions should align AI use with policy, accountability, stakeholder expectations, risk appetite, and applicable legal or ethical obligations. Dynamic surge pricing directly affects customers and market behavior, creating legal and competition-law exposure that can be more consequential than integration, compute, or ordinary model-staleness issues. Regulatory scrutiny can lead to penalties and restrictions. This makes option B, Potential regulatory inquiries for anti- competitive AI pricing practices, 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 # 168
In the context of AI risk mitigation, which of the following is the PRIMARY reason to have rollback capabilities in place for AI system updates?
정답：C
설명：
Within the ISACA Advanced in AI Risk framework, life-cycle controls should protect data quality, model design, testing, validation, monitoring, change management, and secure retirement of AI systems. Rollback capability allows the organization to restore a previously validated state when an AI update causes unintended consequences such as degraded accuracy, new bias, control failures, or unsafe behavior. It is a resilience and change-management safeguard. This makes option B, To correct unintended consequences, 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 # 169
Which of the following BEST helps to ensure adherence to data minimization principles when using an AI model whose training dataset contains personal information?
정답：D
설명：
Data minimization is a privacy principle requiring that personal data be processed only to the extent necessary for the specified purpose. When training AI models, this means reducing the identifiability of personal data while preserving its statistical utility for model training.
Why D is Correct: According to ISACA AAIR data privacy guidance, pseudonymization directly supports data minimization by replacing identifying attributes with artificial identifiers, allowing the model to train on statistically representative data without processing full personal identifiers. This satisfies minimization requirements under frameworks like GDPR while maintaining training data utility-the specific challenge of AI model development with personal data.
Why A is Wrong: Data Loss Prevention prevents unauthorized transmission of data but does not reduce the amount of personal information contained in training datasets. DLP addresses data exfiltration risk, not data minimization compliance.
Why B is Wrong: Role-based access control restricts who can access the training data but does not reduce the volume or identifiability of personal information in the dataset. RBAC addresses access risk, not data minimization.
Why C is Wrong: Data encryption protects data confidentiality in storage and transit but does not remove or obfuscate personal identifiers from training data. Encrypted personal data is still personal data under privacy law.
질문 # 170
When identifying AI risk scenarios for a customer service chatbot, which of the following is MOST important for a risk practitioner to evaluate?
정답：D
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 # 171
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Itexamdump의 ISACA인증AAIR시험대비덤프는 실제시험문제 출제경향을 충분히 연구하여 제작한 완벽한 결과물입니다.실제시험문제가 바뀌면 덤프를 제일 빠른 시일내에 업데이트하도록 하기에 한번 구매하시면 1년동안 항상 가장 최신의ISACA인증AAIR시험덤프자료를 제공받을수 있습니다.
AAIR높은 통과율 시험대비 덤프공부: https://www.itexamdump.com/AAIR.html