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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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| Related Certifications: | CISSP CISM |
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| Certificate Validity Period: | 3 years |
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| Passing Score: | 450 (out of 800) |
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| Exam Format: | Multiple-choice, Scenario-based |
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| Available Languages: | English |
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| Exam Price: | US$459 (members), US$599 (non-members) |
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| Real Exam Qty: | 90 |
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| Exam Duration: | 150 minutes |
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| Recommended Training: | ISACA Official AAISM Training |
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| Exam Registration: | ISACA AAISM Registration |
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| Sample Questions: | ISACA AAISM Sample Questions |
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| Exam Way: | Computer-based; available at authorized PSI testing centers or via remote proctoring |
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| Pre Condition: | 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 (Q135-Q140):
NEW QUESTION # 135
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. Denial of service (DoS)
- B. Data exfiltration
- 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 # 136
Which of the following should be the PRIMARY consideration for an organization concerned about liabilities associated with unforeseen behavior from agentic AI systems?
- A. Model dependencies
- B. Accountability model
- C. Acceptable risk level
- D. Approved base models
Answer: B
Explanation:
AAISM governance guidance stresses that when dealing with agentic AI systems capable of autonomous decision-making, the primary consideration is accountability. Without clear accountability structures, unforeseen or harmful outcomes may result in unmitigated liability for the organization. While dependencies, base models, and defined risk levels are important, they do not directly address who is responsible when systems act unpredictably. The key governance safeguard is the implementation of an accountability model that ensures liability and oversight are properly assigned.
NEW QUESTION # 137
What is the MOST effective metric for monitoring AI solutions provided by AI vendors?
- A. Track model input with key performance indicators.
- B. Prioritize endpoint logs over centralized platforms.
- C. Use real-time tools to track AI anomalies.
- D. Wait for supplier reports before investigating.
Answer: C
NEW QUESTION # 138
The extent of stakeholder engagement in generative AI policy development PRIMARILY depends on the:
- A. potential impact of organizational AI usage.
- B. level of technical expertise in AI models.
- C. AI-related requirements for legal compliance.
- D. benchmarking results from peer industries.
Answer: A
Explanation:
The level of stakeholder engagement should be driven by how significantly AI use can affect the organization, including risks, ethical considerations, and business outcomes. Greater potential impact requires broader and deeper stakeholder involvement to ensure appropriate governance and risk management.
NEW QUESTION # 139
When documenting information about machine learning (ML) models, which of the following artifacts BEST helps enhance stakeholder trust?
- A. Hyperparameters
- B. Data quality controls
- C. Model card
- D. Model prototyping
Answer: C
Explanation:
The model card is a governance artifact that communicates intended use, performance characteristics, limitations, fairness considerations, and ethical notes of an ML model.
AAISM governance materials highlight that stakeholder trust comes from transparency and explainability. While hyperparameters and data quality controls are technical details, they lack stakeholder-facing clarity. Model prototyping is part of development but not a governance record.
Model cards are explicitly recommended to:
* Provide explainability and context for decision-making.
* Demonstrate governance, transparency, and compliance.
* Enable stakeholders (regulators, auditors, business leaders) to trust the system.
Therefore, the model card is the artifact that best enhances trust.
NEW QUESTION # 140
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