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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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| Real Exam Qty: | 90 |
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| Related Certifications: | ISACA Advanced in AI Security Management (AAISM) |
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| Exam Format: | Multiple Choice, Scenario-based Questions |
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| Passing Score: | 450/800 |
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| Certificate Validity Period: | 3 years |
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| Exam Duration: | 150 minutes |
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| Exam Price: | USD $399 |
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| Available Languages: | English, Spanish |
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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 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 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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ISACA Advanced in AI Security Management (AAISM) Exam Sample Questions (Q97-Q102):
NEW QUESTION # 97
Which of the following is the MAIN objective of the operational phase of AI life cycle management?
- A. Monitor model performance
- B. Optimize the model's algorithms
- C. Align the model to business needs
- D. Obtain end-user feedback
Answer: A
Explanation:
AAISM identifies the operational phase as the stage where the AI system is actively deployed and requires continuous monitoring of performance, drift, security, and reliability.
Business alignment (B) belongs to planning and design. Optimization (A) and user feedback (D) are part of development or improvement cycles, not primary operational objectives.
References: AAISM Study Guide - AI Life Cycle Management; Operational Monitoring Requirements.
NEW QUESTION # 98
Which of the following BEST ensures AI components are validated during disaster recovery testing?
- A. Running simulated data-loss scenarios by deleting test feature-store records
- B. Monitoring model performance during failover and recovery
- C. Simulating DoS attacks on AI APIs
- D. Disconnecting model training clusters to test retraining workflows
Answer: B
Explanation:
AAISM states that AI disaster recovery testing must validate that models behave correctly during failover. The only option that tests actual operational continuity of AI components is:
monitoring model performance during failover
This validates stability, functionality, and resilience under disaster conditions.
NEW QUESTION # 99
An AI system that supports critical processes has deviated from expected performance and is producing biased outcomes. Which of the following is the BEST course of action?
- A. Activate the model kill switch
- B. Perform a root cause analysis to identify mitigation steps
- C. Conduct audits of the data and the model
- D. Retrain the model with a new and expanded dataset
Answer: B
Explanation:
AAISM directs that when harmful or biased behavior is observed in a production AI system, the organization should enter a formal incident/variance handling workflow that begins with root cause analysis (RCA) to identify the source of deviation (data drift, concept drift, feature leakage, pipeline changes, control failures) and determine proportionate risk treatments. Immediate retraining (Option A) without RCA risks reinforcing the same bias; audits (Option C) are key activities within RCA rather than the action that frames the response; a kill switch (Option D) is reserved for conditions where risk exceeds the defined tolerances and immediate harm prevention is required.
References: AI Security Management (AAISM) Body of Knowledge - Incident Response & Post-Incident Improvement; Model Risk Treatment & Drift Management; Bias Detection and Remediation Governance.
NEW QUESTION # 100
Which of the following is the MOST effective way to reduce the risk of reverse engineering of an AI model?
- A. Encapsulating parameters
- B. Watermarking the model
- C. Limit the number of queries
- D. Utilizing proprietary APIs
Answer: C
Explanation:
Limiting the number of queries reduces the amount of information an attacker can collect from the model's inputs and outputs. Reverse engineering attacks often rely on extensive querying to approximate the model's behavior, architecture, or parameters, so restricting queries is the most effective mitigation.
NEW QUESTION # 101
Which of the following is the MOST effective way to identify deepfakes generated by AI?
- A. Examining irregularities in metadata or data traces
- B. Analyzing biometric inconsistencies
- C. Comparing the model card to the output generated by AI
- D. Detecting irregular pixel patterns or distorted frames
Answer: B
Explanation:
Analyzing biometric inconsistencies is the most effective method because deepfakes often fail to perfectly replicate natural human physiological and behavioral characteristics such as facial movements, blinking patterns, voice characteristics, or lip synchronization. These inconsistencies provide strong indicators of AI-generated manipulation.
NEW QUESTION # 102
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