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ISACA AAISM Exam Syllabus Topics:

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

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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q268-Q273):

NEW QUESTION # 268
Which of the following is the GREATEST threat to an organization where shadow generative AI is prevalent?

Answer: D

Explanation:
Shadow generative AI often operates outside governance and security controls, increasing the likelihood that sensitive or proprietary information is entered into uncontrolled systems, leading to unintended exposure or data leakage.


NEW QUESTION # 269
Which of the following would BEST ensure safe implementation of AI systems?

Answer: A

Explanation:
A phased implementation combined with human-in-the-loop validation allows the organization to monitor AI behavior, identify issues early, validate outputs, and maintain human oversight before full deployment. This approach most effectively ensures safe and controlled implementation of AI systems.


NEW QUESTION # 270
Which of the following actions would BEST help an organization be prepared for a deepfake attack?

Answer: B

Explanation:
Training employees on AI-specific incident response equips them to quickly recognize and appropriately respond to deepfake incidents, reducing the impact and improving organizational readiness for this type of threat.


NEW QUESTION # 271
Which of the following is the MOST significant risk associated with the use of AI for autonomous vehicle navigation?

Answer: A

Explanation:
False object detection poses the greatest risk because incorrect identification or interpretation of objects can directly lead to unsafe driving decisions, accidents, injuries, or loss of life. In autonomous vehicle navigation, accurate real-time perception is critical for safety.


NEW QUESTION # 272
Security and assurance requirements for AI systems should FIRST be embedded in the:

Answer: A

Explanation:
AAISM directs organizations to embed security, safety, and compliance controls at design time ("secure-by- design" and "shift-left"), ensuring requirements for robustness, privacy, and governance are defined as non- functional constraints on architecture, data sourcing, model choices, and evaluation criteria before any model is trained. Deferring these requirements to training, testing, or deployment increases residual risk and rework, and weakens traceability of control coverage.
References:* AI Security Management™ (AAISM) Body of Knowledge: Governance-Secure-by-Design; Policy-to-Control Traceability; Requirements Management* AAISM Study Guide: AI Program Lifecycle- Planning & Design Controls; Design-time Threat Modeling and Control Selection* AAISM Mapping to Standards: Design-phase Risk Identification and Requirements Engineering for AI


NEW QUESTION # 273
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