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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - 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 3 | - 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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AAISM Exam Simulator Fee - AAISM Exam Pass Guide
Solutions is commented ISACA to ace your AAISM preparation and enable you to pass the final ISACA AAISM with flying colors. To achieve this objective Exams. Solutions is offering updated, real, and error-Free AAISM Exam Questions in three easy-to-use and compatible formats. These AAISM questions formats will help you in preparation.
ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q350-Q355):
NEW QUESTION # 350
Which of the following would MOST effectively obtain ongoing support from stakeholders to align AI initiatives with business objectives?
- A. Developing and monitoring the AI strategic roadmap
- B. Addressing and optimizing AI-related risk
- C. Quantifying and communicating the value of AI solutions
- D. Conducting periodic organization-wide AI staff training
Answer: C
Explanation:
Sustained stakeholder sponsorship hinges on demonstrated, quantified business value communicated in terms they own (KPIs, ROI, cost-to-serve, risk-adjusted outcomes). AAISM frames stakeholder alignment as a value-assurance loop: define value hypotheses, measure realized value, and continuously communicate results to sponsors. While an AI roadmap (C), risk optimization (B), and training (A) are important, they support rather than drive ongoing executive buy-in. Quantified value narratives secure resources and reinforce alignment to strategic goals.
References:* AI Security Management (AAISM) Body of Knowledge: Strategy & Value Realization- value metrics, benefits tracking, stakeholder reporting* AAISM Study Guide: Business alignment for AI- OKRs/KPIs, ROI cases, benefits realization management
NEW QUESTION # 351
Which of the following is the MOST important consideration when an organization is adopting generative AI for personalized advertising?
- A. Fraud risk
- B. Commercial risk
- C. Regulatory risk
- D. Reputational risk
Answer: C
Explanation:
In AI program decisions that process personal data for targeted or personalized advertising, the primary governance obligation is to ensure regulatory compliance with data protection and profiling requirements.
AAISM emphasizes that when AI use cases involve personal data, regulatory risk is paramount because unlawful collection, consent failures, opaque profiling, or non-compliant automated decision-making can trigger enforcement actions, fines, mandated remediation, and restrictions on processing-risks that outweigh commercial or reputational impacts in both likelihood and severity for this use case. AAISM guidance requires upfront legal basis assessment, purpose limitation, data minimization, transparency, user rights enablement, and DPIA/AI impact assessments before deployment, making regulatory conformance the first- order decision criterion for personalized advertising with generative AI.
References:* AI Security Management (AAISM) Body of Knowledge: AI Governance-Compliance-by- design, lawful basis and purpose limitation for profiling; Impact assessments and consent governance.* AI Security Management Study Guide: Personal-data use cases, high-risk processing controls, regulatory risk prioritization in AI adoption decisions.
NEW QUESTION # 352
Continuous monitoring and training of an AI system BEST helps to control:
- A. model drift.
- B. model poisoning.
- C. evasion attacks.
- D. private data leakage.
Answer: A
Explanation:
Continuous monitoring and training allow the organization to detect changes in model performance over time and retrain the model as needed, directly addressing model drift caused by evolving data patterns.
NEW QUESTION # 353
Which of the following controls BEST mitigates the risk of data poisoning?
- A. Intrusion detection
- B. Digital watermarking
- C. Data validation
- D. Data set restoration
Answer: C
Explanation:
The AAISM technical controls framework emphasizes data validation as the primary safeguard against data poisoning attacks. Poisoning occurs when attackers insert malicious or corrupted data into training sets. Validation techniques verify the quality, authenticity, and consistency of input data before training, preventing compromised samples from corrupting the model.
Restoration helps after compromise, watermarking protects ownership, and intrusion detection monitors networks rather than data quality. The most effective preventive measure is data validation.
NEW QUESTION # 354
Which of the following is the PRIMARY purpose of a dedicated AI system policy?
- A. Optimizing AI accuracy
- B. Providing a framework to set AI objectives
- C. Complying with external regulations
- D. Ensuring environmental impact is minimized
Answer: B
Explanation:
Per AAISM, an AI policy is a governance instrument that defines objectives, principles, roles, responsibilities, accountability, and control requirements for AI systems across their lifecycle. It establishes the framework within which performance, compliance, ethics, risk appetite, security, privacy, and sustainability objectives are set and operationalized. Environmental considerations (A), accuracy optimization (B), and regulatory compliance (D) are important outcomes addressed under the policy, but the primary purpose is to provide the overarching framework for objectives and controls.
References: AI Security Management (AAISM) Body of Knowledge - AI Governance Frameworks; Policies, Standards, and Procedures; Roles and Accountability in AI Programs.
NEW QUESTION # 355
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