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ISACA AAISM Exam Overview:
| Certification Vendor: | ISACA |
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| Exam Name: | ISACA Advanced in AI Security Management (AAISM) Exam |
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| Exam Number: | AAISM |
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| Available Languages: | Spanish, English |
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| Certificate Validity Period: | 3 years |
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| Exam Duration: | 150 minutes |
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| Real Exam Qty: | 90 |
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| Exam Price: | USD $399 |
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| Related Certifications: | ISACA Advanced in AI Security Management (AAISM) |
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| Passing Score: | 450/800 |
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| Exam Format: | Scenario-based Questions, Multiple Choice |
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| Sample Questions: | ISACA AAISM Sample Questions |
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| Exam Way: | Online remote proctored exam or test center exam |
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| Pre Condition: | Candidates must hold an active CISM or CISSP certification. |
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| Official Syllabus URL: | https://www.isaca.org/credentialing/aaism/aaism-exam-content-outline |
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| Topic | Details |
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| Topic 1 | - 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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| Topic 2 | - 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 3 | - 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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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q189-Q194):
NEW QUESTION # 189
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 the amount of training data
- B. Selecting the appropriate training data
- C. Tuning algorithms used in the AI model
- D. Maximizing neural network size
Answer: B
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 # 190
An organization is adopting an agentic AI solution from an external vendor to support its internal IT operations. To evaluate the security posture of this system, which of the following provides the MOST reliable and independently verifiable evidence of implemented security controls?
- A. Internal red team testing reports
- B. Industry benchmarking peer review
- C. General AI security whitepapers
- D. Third-party audit reports
Answer: D
Explanation:
Third-party audit reports provide independent assurance that the vendor's stated controls are designed and operating effectively against recognized criteria. Such attestations (e.g., audit/assurance frameworks) are traceable, repeatable, and verifiable, and they support supply- chain risk reviews and contractual assurance. Internal red-team reports are not independent, industry "peer reviews" are not control attestations, and whitepapers are marketing/educational materials without evidence of control operation.
NEW QUESTION # 191
When evaluating a new AI tool for intrusion prevention, which of the following is the MOST important consideration to ensure the tool fits within the existing program architecture?
- A. Prioritize a tool that offers real-time anomaly detection.
- B. Ensure automated response orchestration.
- C. Confirm tool capabilities align with the control objectives.
- D. Select a tool that integrates with the existing SIEM.
Answer: C
Explanation:
The highest-priority fit criterion for introducing a new AI security capability is alignment to the organization' s established control objectives and program architectures. Control objectives encode what must be achieved (e.g., detection coverage, response timeliness, accountability, auditability) and are the basis for requirements traceability across governance, risk, and technical controls. Ensuring the tool's capabilities directly satisfy those objectives provides architectural fit, policy conformance, and measurable assurance. While integration (e.g., SIEM), detection features (e.g., real-time anomaly detection), and orchestration are important, they are secondary to proving the tool maps to-and can be verified against-the control objectives that define the program's intended outcomes.
References:* AI Security Management™ (AAISM) Body of Knowledge: AI Governance and Program Management - Security program alignment, control objectives, and requirements traceability* AI Security Management™ Study Guide: Control objective mapping, architecture fit criteria, and solution selection governance
NEW QUESTION # 192
Which of the following involves documenting and monitoring the complete journey of data as it flows through an AI system?
- A. Lineage
- B. Transformation
- C. Origin
- D. Processing
Answer: A
Explanation:
Data lineage records and monitors the end-to-end journey of data-sources, movements, transformations, storage locations, uses, and dependencies-providing traceability, auditability, and accountability across the AI lifecycle. "Origin" is a single point (provenance), "transformation" is one step within the flow, and
"processing" is a general activity rather than a governance record of the entire path.
References: AI Security Management (AAISM) Body of Knowledge: Data Governance-Provenance and Lineage; AAISM Study Guide: Lineage Documentation, Traceability, and Audit Evidence.
NEW QUESTION # 193
Which of the following should be the MOST important consideration when conducting an AI impact assessment?
- A. Effect on employee retention
- B. Reputation of the organization
- C. Security awareness training
- D. Achieve business objectives
Answer: D
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 # 194
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