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ISACA AAIA Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Audit |
| Exam Number: | AAIA |
| Exam Price: | US$459 (member) / US$599 (non-member) |
| Real Exam Qty: | 90 |
| Certificate Validity Period: | 3 years |
| Related Certifications: | ACCA FCCA CIA CPA CISA |
| Exam Format: | Scenario-based questions, Multiple-choice questions, Computer-based testing |
| Passing Score: | 450 (scaled, range 200–800) |
| Exam Duration: | 150 minutes |
| Available Languages: | Spanish, Chinese, English |
| Recommended Training: | AAIA Official Review Course AAIA Review Manual |
| Exam Registration: | ISACA Official Registration |
| Sample Questions: | ![]() |
| Exam Way: | Computer-based; PSI test centers or remote proctored (remote not available in India, Mainland China, Hong Kong) |
| Pre Condition: | Hold active CISA, CIA, CPA, ACCA, FCCA or equivalent qualified certification with IT audit/advisory focus |
| Official Syllabus URL: | https://www.isaca.org/credentialing/aaia/aaia-exam-content-outline |
ISACA AAIA Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Governance and Risk | 33% | - AI Risk Management - Privacy and Data Governance Programs - Ethics, Regulations, and Standards for AI - AI Governance and Program Management - AI Models, Considerations, and Requirements |
| Topic 2: AI Operations | 46% | - Third-Party and Supply Chain Risk - Incident Management and Resilience - AI System Lifecycle and Deployment - Performance Monitoring and Evaluation - Operational Controls and Readiness |
| Topic 3: AI Auditing Tools and Techniques | 21% | - Audit Testing and Sampling Methodologies - Data Quality and Analytics for AI Audit - Audit Evidence Collection Techniques - AI Audit Outputs and Reporting - Audit Planning and Design |
Preparing for AAIA Without Wasting Money
- AI Auditing Tools and Techniques (21%)
- AI Governance and Risk (33%)
- AI Operations (46%)
ISACA Advanced in AI Audit Sample Questions:
Which of the following BEST supports reproducibility of AI model results during an audit?
- A. A large training dataset
- B. A well-written user manual
- C. Version control of code, data, and model parameters
- D. High model accuracy
Correct Answer: C 🗳️
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Which of the following is the BEST key performance indicator (KPI) to measure a model's performance on imbalanced datasets?
- A. Precision
- B. F1 score
- C. Error rate
- D. Recall
Correct Answer: B 🗳️
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An IS auditor is considering the integration of AI techniques into the audit sampling process.
Which of the following BEST enables the auditor to identify high-risk transactions within large data sets for targeted sampling?
- A. Optical character recognition (OCR)
- B. Rule-based analytics
- C. Predictive analytics
- D. Natural language processing (NLP)
Correct Answer: C 🗳️
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Which of the following is the BEST approach to mitigate the risk of AI model degradation?
- A. Ensuring models are trained on both model-generated and human-generated data
- B. Increase the use of synthetic data for model training purposes
- C. Introducing continuous monitoring to identify adversarial inputs
- D. Implementing periodic human reviews of model outputs and recommendations
Correct Answer: D 🗳️
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An AI-based marketing analytics tool is trained on data that is five years old. Which of the following is MOST likely to occur?
- A. Model inversion
- B. Model drift
- C. Model extraction
- D. Model poisoning
Correct Answer: B 🗳️
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