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ISACA AAISM Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Governance and Program Management31%- AI asset and data lifecycle management
  • 1. AI asset inventory and management
  • 2. Data governance
- AI policies and procedures
  • 1. AI-related strategy development
  • 2. Policy implementation and compliance
- AI security program management
  • 1. Incident response and business continuity
  • 2. Program development and maintenance
- Stakeholder considerations and governance frameworks
  • 1. AI governance models and oversight
  • 2. Industry frameworks and regulatory requirements
Topic 2: AI Technologies and Controls38%- AI security architecture and design
  • 1. Secure AI system architecture
  • 2. AI infrastructure protection
- Trust, safety and compliance controls
  • 1. Responsible AI practices
  • 2. Compliance and governance validation
- AI security monitoring and operations
  • 1. Security monitoring and logging
  • 2. Operational AI controls
- Data management and privacy controls
  • 1. Data integrity and protection
  • 2. Privacy and ethical AI controls
Topic 3: AI Risk Management31%- AI risk assessment and treatment
  • 1. Risk identification and analysis
  • 2. Risk thresholds and mitigation
- Third-party and supply chain risk management
  • 1. Vendor risk evaluation
  • 2. Supply chain security controls
- AI threat and vulnerability management
  • 1. Threat modeling for AI systems
  • 2. AI vulnerability assessment

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ISACA - Valid AAISM - Valid ISACA Advanced in AI Security Management (AAISM) Exam Practice Questions

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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q322-Q327):

NEW QUESTION # 322
Which of the following assessments MOST effectively addresses concerns related to ethical and trustworthy AI use?

Answer: B

Explanation:
A fundamental rights impact assessment evaluates how AI systems may affect human rights, fairness, discrimination, autonomy, and ethical principles. This makes it the most effective assessment for addressing concerns related to ethical and trustworthy AI use.


NEW QUESTION # 323
Which of the following is the MOST effective way to identify deepfakes generated by AI?

Answer: B

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 # 324
When preparing for an AI incident, which of the following should be done FIRST?

Answer: C

Explanation:
AAISM prescribes Preparation as the foundational phase of AI incident response. The first priority is to form and empower a cross-functional incident response (IR) team with AI/ML expertise (security, data science, product, legal/compliance). Only once the accountable team exists can you define playbooks, communications, containment/eradication steps, recovery processes, and escalation paths. Without a designated team, procedures and channels lack ownership and effectiveness.
References:* AI Security Management™ (AAISM) Body of Knowledge: Incident Management-Preparation; Roles & Responsibilities; Cross-functional Coordination* AAISM Study Guide: AI IR Operating Model; Stakeholder Mapping; Authority & Escalation* AAISM Mapping to Standards: Security Operations- Preparation Before Procedures (people and roles precede playbooks)


NEW QUESTION # 325
Which of the following BEST captures descriptions of use cases and the learning data used to train models?

Answer: A

Explanation:
Model cards are specifically designed to document AI models, including their intended use cases, training data, performance characteristics, and limitations, providing clear and structured transparency.


NEW QUESTION # 326
Which of the following factors is MOST important for preserving user confidence and trust in generative AI systems?

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.


NEW QUESTION # 327
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