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Reference: https://www.isaca.org/credentialing/aaism
ISACA Advanced in AI Security Management (AAISM) Sample Questions:
Question #1
A pharmaceutical organization uses an AI solution from a third-party vendor to analyze confidential research and development data. Which of the following controls is MOST essential to ensure the vendor's AI solution complies with the organization's security requirements?
A. Review the vendor's independent security audit report.
B. Communicate security requirements to the vendor.
C. Implement a private instance of the solution.
D. Minimize sensitive data being used by the vendor's AI solution.
Question #2
Which of the following is the MOST effective defense against cyberattacks that alter input data to avoid detection by the model?
A. Implementing restricted access to the model's internal parameters
B. Conducting periodic monitoring activities on the model's decisions
C. Applying differential privacy controls on training datasets
D. Enhancing model robustness through adversarial training
Question #3
A military contractor discovered that its large language model (LLM) is at high risk of being targeted by advanced persistent threat (APT) actors seeking to exploit the model to access confidential information. Which of the following attacks is the HIGHEST priority to protect against?
A. Model distillation
B. Data poisoning
C. Unauthorized tuning
D. Model inversion
Question #4
Which of the following is MOST important to ensure security throughout the AI data life cycle?
A. Leveraging selected open-source models
B. Conducting periodic data reviews
C. Restricting use of data in third-party models
D. Maintaining a complete inventory with data lineage records
Question #5
An organization using an AI model for financial forecasting identifies inaccuracies caused by missing data. Which of the following is the MOST effective data cleaning technique to improve model performance?
A. Tuning model hyperparameters to increase performance and accuracy
B. Deleting outlier data points to prevent unusual values impacting the model
C. Increasing the frequency of model retraining with the existing data set
D. Applying statistical methods to address missing data and reduce bias
Solutions:
| Question #1 Correct Answer: A | Question #2 Correct Answer: D | Question #3 Correct Answer: D | Question #4 Correct Answer: D | Question #5 Correct Answer: D |
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