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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - 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 3 | - 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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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q106-Q111):
NEW QUESTION # 106
A medical imaging AI model is vulnerable to adversarial information that could cause misdiagnosis. Which control would BEST help detect such manipulations during inference?
- A. Blue team testing
- B. Red team testing
- C. Anomaly detection
- D. Model tuning
Answer: C
Explanation:
Anomaly detection during inference monitors inputs and outputs for unusual patterns that may indicate adversarial manipulation, enabling real-time detection of inputs designed to mislead the model.
NEW QUESTION # 107
Which of the following should be included in an AI acceptable use policy?
- A. Ethical and legal compliance standards
- B. AI monitoring requirements
- C. Data collection and storage processes
- D. AI training data requirements
Answer: A
Explanation:
An AI acceptable use policy (AUP) sets the organizational expectations and boundaries for how AI systems may be used by employees and third parties. AAISM guidance places emphasis on ethical and legal compliance standards as core elements of an AUP to govern responsible behavior, prevent misuse, and align with regulatory and organizational principles. While data requirements, collection/storage processes, and monitoring may be covered in adjacent standards and procedures (e.g., data management policies, SOPs, and operational runbooks), the AUP's essential function is to codify permissible use anchored to ethics, legality, and organizational values.
References: AI Security Management™ (AAISM) Body of Knowledge - AI Governance Policies and Codes of Conduct; Responsible Use Principles. AAISM Study Guide - Policy Hierarchy and Control Mapping; Acceptable Use and Staff Obligations.
NEW QUESTION # 108
An organization concerned about the ethical and responsible use of a newly developed AI product should consider implementing:
- A. An accountability model
- B. Vendor monitoring
- C. Security by design
- D. Model cards
Answer: A
Explanation:
The AAISM framework highlights that organizations adopting AI must ensure accountability structures are in place to govern ethical and responsible use. An accountability model assigns clear responsibility for decisions, outputs, and risks related to AI systems. While model cards provide transparency about a model's design and performance, they are primarily documentation tools. Vendor monitoring focuses on third-party oversight, not internal accountability. Security by design improves resilience but does not by itself address ethical use. The governance approach that most directly supports responsible and ethical AI deployment is an accountability model.
References:
AAISM Study Guide - AI Governance and Program Management (Ethical AI and Accountability) ISACA AI Security Management - Responsible AI Practices
NEW QUESTION # 109
What is the GREATEST benefit of performing AI security risk assessments?
- A. Implementing privacy controls
- B. Updating the risk register
- C. Securing appropriate funding
- D. Enabling risk prioritization
Answer: D
Explanation:
AAISM emphasizes that the primary value of AI security risk assessments is prioritizing risks based on likelihood, impact, and business relevance.
NEW QUESTION # 110
Which of the following employee awareness topics would MOST likely be revised to account for AI-enabled cyber risk?
- A. Social engineering
- B. Authentication controls
- C. Clean desk policy
- D. Malicious insider threats
Answer: A
Explanation:
AAISM training guidance specifies that social engineering is the awareness topic most impacted by AI-enabled risks. With generative AI and deepfake technologies, attackers can create highly convincing phishing messages, synthetic voices, or fake executive requests, increasing the sophistication of social engineering attacks. Clean desk policies, insider threat awareness, and authentication procedures remain relevant but are not directly altered by AI advancements. The most likely revision to employee awareness programs in the AI era is therefore enhanced social engineering awareness.
NEW QUESTION # 111
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