Free ISACA AAISM Exam Dumps Questions & Answers

Which of the following methods provides the MOST effective protection against model inversion attacks?

• A.  Increasing the number of training iterations
• B.  Reducing the model's complexity
• C.  Implementing regularization output
• D.  Using adversarial training

Which of the following is the BEST technique for addressing the likelihood of a model evasion attack?

• A.  Implementing hashing techniques
• B.  Establishing continuous monitoring
• C.  Integrating multiple detection mechanisms
• D.  Developing a catalog of AI-specific attack scenarios

Which of the following is the BEST approach to establish continuous monitoring of AI systems after rolling out AI services in a global organization?

• A.  Implement predefined metrics, automate logging, and escalate alerts to the security operations center (SOC).
• B.  Emphasize pre-deployment testing and model validation reports, deferring runtime monitoring until the services start producing results.
• C.  Quickly schedule manual reviews of model accuracy on a monthly basis.
• D.  Assess independent control reports and implement vendor dashboard monitoring.

After an organization deploys an AI-based system, a regulator warns of increased risk related to AI re-identification attacks on anonymized datasets. Which of the following should the information security manager do FIRST?

• A.  Require staff to sign nondisclosure agreements (NDAs) and implement strong access controls for services using anonymized data.
• B.  Immediately delete all anonymized datasets and suspend AI services.
• C.  Implement a continuous monitoring program for re-identification risk, including privacy audits and adversarial testing.
• D.  Assume anonymization is permanent and maintain business as usual.

In managing the life cycle of agentic AI systems, which of the following would be the GREATEST concern during the destruction phase of AI models and associated data?

• A.  Delays and challenges encountered in reassigning new AI models and data
• B.  Incomplete records of AI model specifications and version histories
• C.  Absence of verifiable audit trails confirming secure elimination of residual AI models and data
• D.  Inability to preserve explainability and transparency for agentic AI systems following secure disposal