Free PDF Quiz 2026 ISACA AAISM: ISACA Advanced in AI Security Management (AAISM) Exam–Efficient Exam Review
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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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Exam AAISM Review | 100% Free Perfect Valid Dumps ISACA Advanced in AI Security Management (AAISM) Exam Book
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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q49-Q54):
NEW QUESTION # 49
Which AI data management technique involves creating validation and test data?
- A. Training
- B. Annotating
- C. Splitting
- D. Learning
Answer: C
Explanation:
AAISM describes data splitting as the process of dividing datasets into:
- training
- validation
- test sets
This is essential for reducing overfitting and ensuring robust evaluation.
NEW QUESTION # 50
An organization is leveraging a third-party AI model to bring to market a new AI-enabled software solution. Which of the following represents the MOST significant risk in this scenario?
- A. Ambiguous intellectual property rights and ineffective AI governance
- B. Redundancies in staff competencies and inefficient resource allocation
- C. Limited right to audit the internal controls of the AI model
- D. Lack of diversity in training datasets leading to biased AI outcomes
Answer: A
Explanation:
Ambiguous intellectual property rights and ineffective AI governance create significant legal, operational, and compliance risks when using third-party AI models. Unclear ownership, usage rights, accountability, and governance responsibilities can directly impact the organization's ability to securely and lawfully commercialize the AI-enabled solution.
NEW QUESTION # 51
An organization wants to ensure a new AI security program is in alignment with the existing information security program. Which of the following is the BEST course of action?
- A. Integrate AI security tasks into existing IT operations processes and apply additional technical controls.
- B. Establish key risk indicators (KRIs) and dashboards to measure AI security performance and present results to management.
- C. Draft an initial program that defines AI-specific objectives, governance roles, and reporting responsibilities.
- D. Develop awareness materials for employees and issue AI acceptable use guidelines across the enterprise.
Answer: C
Explanation:
Defining AI-specific objectives, governance roles, and reporting responsibilities establishes a structured framework that aligns the AI security program with existing information security governance, ensuring consistency, clarity, and integration from the outset.
NEW QUESTION # 52
Which of the following types of attacks would a malicious actor MOST likely use to target an AI model's training data and compromise the accuracy of the model's outputs?
- A. Data exfiltration
- B. Denial of service (DoS)
- C. Inference attack
- D. Data poisoning
Answer: D
Explanation:
Data poisoning directly targets the training dataset by injecting malicious or manipulated data, which degrades model accuracy and causes incorrect or biased outputs once the model is trained.
NEW QUESTION # 53
Which of the following actions BEST enables the evaluation of bias during an AI impact assessment?
- A. Assessing the AI system's training data to ensure it represents all relevant end-user groups
- B. Comparing the AI system's output against historical data benchmarks
- C. Measuring the AI system's performance processing speed under predefined varying workloads
- D. Analyzing the AI system's reaction time under peak workload conditions
Answer: A
Explanation:
In AI Security Management, bias evaluation is primarily a data problem before it is a model or performance problem. The official AI Security Management content explains that impact assessments must specifically analyze training data representativeness against the demographics and characteristics of all relevant users and stakeholders. If the data used to train an AI system underrepresents or omits particular groups, the resulting model will systematically disadvantage them, regardless of how fast or "accurate" it is on average.
NEW QUESTION # 54
......
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