Free PDF 2026 AAISM: Useful ISACA Advanced in AI Security Management (AAISM) Exam Latest Test Preparation
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ISACA AAISM Exam Overview:
| Certification Vendor: | ISACA |
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| Exam Name: | Advanced in AI Security Management (AAISM) Exam |
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| Exam Number: | AAISM |
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| Exam Format: | Multiple-choice questions |
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| Exam Price: | USD 459 (member) / USD 599 (non-member) |
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| Available Languages: | English, Spanish |
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| Related Certifications: | CISM CISSP |
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| Passing Score: | 450/800 |
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| Certificate Validity Period: | 3 years (continuing professional education required for renewal) |
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| Exam Duration: | 150 minutes |
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| Real Exam Qty: | 90 |
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| Recommended Training: | ISACA Official Training & Review Materials |
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| Exam Registration: | ISACA AAISM Credentialing Page |
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| Sample Questions: | ISACA AAISM Sample Questions |
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| Exam Way: | Computer-based exam (online proctored or authorized test center) |
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| Pre Condition: | Recommended: Active CISM or CISSP certification and experience in IT/security management or advisory roles |
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| Official Syllabus URL: | https://www.isaca.org/credentialing/aaism |
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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 (Q276-Q281):
NEW QUESTION # 276
Which of the following reviews MUST be conducted as part of an AI impact assessment?
- A. Identification of environmental and societal consequences
- B. Testing, evaluation, validation, and verification
- C. Security control self-assessment (CSA)
- D. Evaluation of model reproducibility
Answer: A
Explanation:
The AAISM material frames an AI impact assessment as broader than a technical model review.
It emphasizes that governance of AI includes assessing societal, environmental, and human- rights impacts in addition to organizational risk. The official guidance notes that high-level impact assessments must explicitly consider "potential consequences for individuals, communities, and the environment" as part of responsible AI governance.
NEW QUESTION # 277
Which of the following factors is MOST important for preserving user confidence and trust in generative AI systems?
- A. Data anonymization
- B. Transparent disclosure and informed consent
- C. Bias minimization
- D. Access controls and secure storage solutions
Answer: B
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 # 278
Which of the following should be the MOST important consideration when conducting an AI impact assessment?
- A. Achieve business objectives
- B. Security awareness training
- C. Effect on employee retention
- D. Reputation of the organization
Answer: A
Explanation:
AAISM defines an AI Impact Assessment (AIIA) as a structured evaluation designed to determine whether an AI system can safely and responsibly support business objectives without creating unacceptable risks.
The framework states that alignment to business objectives is the central purpose of AI adoption and therefore must be the starting point in an impact assessment.
NEW QUESTION # 279
Which of the following BEST describes an adversarial attack on an AI model?
- A. Reverse-engineering the model using social engineering
- B. Attacking underlying hardware
- C. Providing inputs that mislead the model into incorrect predictions
- D. Conducting denial-of-service attacks on AI APIs
Answer: C
Explanation:
AAISM defines adversarial attacks as manipulations of input data (text, image, audio, numeric values) designed to cause the model to produce incorrect or harmful predictions.
Hardware attacks (A) are infrastructure threats. Social engineering (C) targets people, not models. DoS attacks (D) affect availability, not model decision pathways.
References: AAISM Study Guide - Adversarial Threats; Input Manipulation.
NEW QUESTION # 280
A health services organization is developing a proprietary generative AI chatbot to assist patients with medical devices. Which of the following should be the organization's HIGHEST priority?
- A. Maximizing neural network size
- B. Maximizing the amount of training data
- C. Selecting the appropriate training data
- D. Tuning algorithms used in the AI model
Answer: C
Explanation:
AAISM prioritizes training data suitability-lawful sourcing, provenance, quality, representativeness, and safety-especially in health-related applications. The correctness and appropriateness of training data determine clinical safety, reduction of harmful outputs, and compliance with data protection/sector obligations. Larger models or more data do not compensate for inappropriate or low-quality datasets; tuning is secondary to ensuring the right data with rigorous curation, labeling quality, and guardrails aligned to patient safety requirements.
References:* AI Security Management (AAISM) Body of Knowledge: Data Governance & Quality; High- Risk/Health Context Controls; Safety & Harm Minimization* AAISM Study Guide: Data Provenance & Suitability, Domain-Specific Dataset Controls; Compliance-by-Design for Sensitive Sectors
NEW QUESTION # 281
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