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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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| Passing Score: | 450/800 |
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| Exam Format: | Multiple-choice questions |
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| Related Certifications: | CISM CISSP |
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| Certificate Validity Period: | 3 years (continuing professional education required for renewal) |
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| Real Exam Qty: | 90 |
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| Exam Duration: | 150 minutes |
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| Available Languages: | Spanish, English |
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| Exam Price: | USD 459 (member) / USD 599 (non-member) |
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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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The ISACA Advanced in AI Security Management (AAISM) Exam (AAISM) exam dumps is released in three different formats. The formats are AAISM PDF dumps format, web-based practice exam, and desktop practice test software. The AAISM dumps PDF is a printable format, meaning the user can print the real ISACA Certification Exams questions and carry them anywhere, anytime. It is also a portable format, meaning the ISACA Advanced in AI Security Management (AAISM) Exam (AAISM) dumps PDF can be accessed on smartphones, tablets, and laptops.
| 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 (Q174-Q179):
NEW QUESTION # 174
A hospital is conducting an AI impact assessment for a proposed diagnostic imaging tool. To ensure conformity with regulatory and ethical standards, which risk requires the MOST domain- specific assessment beyond what is typically found in a standard IT risk assessment?
- A. The model may produce systematically biased diagnoses for specific demographics, potentially leading to widespread clinical harm.
- B. Software vulnerabilities in the application's web server may allow an attacker to gain unauthorized access to the system.
- C. Noncompliance with data residency laws may occur if patient data is processed in a cloud region outside the required jurisdiction.
- D. System downtime may increase due to hardware failure in the hosting environment, preventing medical professionals from accessing the tool.
Answer: A
Explanation:
Bias in diagnostic outputs directly affects clinical decision-making and patient outcomes, requiring specialized medical, ethical, and regulatory expertise beyond standard IT risk assessments. This type of risk involves domain-specific evaluation of fairness, safety, and potential harm to patients.
NEW QUESTION # 175
An organization is updating its vendor arrangements to facilitate the safe adoption of AI technologies. Which of the following would be the PRIMARY challenge in delivering this initiative?
- A. Failure to adequately assess AI risk
- B. Insufficient legal team experience with AI
- C. Inability to sufficiently identify shadow AI within the organization
- D. Unwillingness of large AI companies to accept updated terms
Answer: D
Explanation:
In the AAISM™ guidance, vendor management for AI adoption highlights that large AI providers often resist contractual changes, particularly when customers seek to impose stricter security, transparency, or ethical obligations. The official study materials emphasize that while organizations must evaluate AI risk and build internal expertise, the primary challenge lies in negotiating acceptable contractual terms with dominant AI vendors who may not be willing to adjust their standardized agreements. This resistance limits the ability of organizations to enforce oversight, bias controls, and compliance requirements contractually.
References:
AAISM Exam Content Outline - AI Risk Management
AI Security Management Study Guide - Third-Party and Vendor Risk
NEW QUESTION # 176
Which of the following would BEST protect trade secrets related to AI technologies during their life cycle?
- A. Introducing watermarks when generating AI output
- B. Enforcing trademark rights in AI systems
- C. Patenting AI algorithms along with data sets
- D. Restricting access to sensitive data
Answer: D
Explanation:
Restricting access to sensitive data and artifacts (e.g., training data, feature stores, model weights, prompts, system designs) using least-privilege, segregation, encryption, and monitoring is the most effective way to protect trade secrets throughout the AI lifecycle. Patents require public disclosure, trademarks protect branding (not secrets), and output watermarks help provenance/abuse deterrence but do not secure underlying proprietary know-how.
References: AI Security Management™ (AAISM) Body of Knowledge: Information Protection for AI- Access Control, Segmentation, and Secrets Management; AAISM Study Guide: Lifecycle Security of AI Artifacts and Trade-Secret Safeguards.
NEW QUESTION # 177
Which of the following BEST captures descriptions of use cases and the learning data used to train models?
- A. Model cards
- B. Model registry
- C. IT asset inventory
- D. Relational database
Answer: A
Explanation:
Model cards are specifically designed to document AI models, including their intended use cases, training data, performance characteristics, and limitations, providing clear and structured transparency.
NEW QUESTION # 178
When evaluating a third-party AI service provider, which of the following master services agreement provisions is MOST critical for managing security risk?
- A. Restricting query volume thresholds
- B. Sharing real-time log information
- C. Guaranteeing unlimited model retraining requests
- D. Prohibiting the use of customer data for model training
Answer: D
Explanation:
The most material contractual control for reducing security and privacy risk in outsourced AI services is a data-use restriction that prohibits the provider from using customer data for model training (and from derivative model improvements) unless explicitly authorized. This prevents unintended secondary processing, model inversion exposure of proprietary data, unauthorized profiling, and downstream data proliferation across multi-tenant systems. AAISM positions third-party risk controls to prioritize data minimization, purpose limitation, confidentiality, and downstream controls; among common MSA provisions, data-use limitations directly constrain the provider's technical and organizational handling of sensitive inputs, making it the highest-impact risk-reducing clause. Query throttling (B) and logging (C) are useful operational controls but are secondary to legal/processing authority. Unlimited retraining (D) increases attack surface and cost without addressing the core risk of misuse of customer data.
References: AI Security Management™ (AAISM) Body of Knowledge - Third-Party & Supply-Chain Governance; Contractual Controls for AI Services; Data Minimization and Purpose Limitation. AAISM Study Guide - Procurement & MSA/DPA Clauses for AI; Provider Model Training and Data-Use Restrictions; Privacy & Confidentiality Safeguards in Outsourced AI.
NEW QUESTION # 179
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