What is a key change management consideration when introducing AI into an organization?

Keeping AI implementation secret from employees

Communicating the purpose and impact of AI to stakeholders

Implementing AI without training staff

An e-commerce company's AI-based recommendation system begins recommending inappropriate products to minors. The issue is traced to a recent model update that used user-generated content without adequate filtering. The incident response team is activated. What should be the first step in the response process?

Delete all user-generated content from the training dataset

Conduct a full forensic analysis of the model

Roll back the model to the previous version

Notify the affected users immediately

What is a key consideration when decommissioning an AI system?

Migrating the model to a public cloud

Increasing the model's learning rate

Deleting all training data and model artifacts securely

A bank's loan-approval model is found to approve loans for one demographic group at a significantly lower rate than others, even when controlling for income and credit history. The model was trained on historical loan data. Which action should the bank take first to address the bias?

Replace the model with a simpler rule-based system that uses only credit score and income.

Retrain the model with a larger dataset that includes more examples from the underrepresented group.

Conduct a bias audit using fairness metrics and analyze the training data for historical biases.

Immediately remove the demographic attribute from the model's input features.

Which regulation specifically addresses the use of AI in the European Union and imposes obligations based on risk levels?

Health Insurance Portability and Accountability Act (HIPAA)

General Data Protection Regulation (GDPR)

GIAC Security Leadership

Domain 2Objective 5

Managing Artificial Intelligence GSLC Practice Questions (Page 2)

Part of the Technical Security Management domain, which makes up ~27% of our current practice bank. GIAC (SANS) does not publish an official question count, but from its 180-minute exam (~70–120 total, ~19–32 in this domain), expect 4–6 from this objective — we provide 61 practice questions to prepare you well beyond it. (estimate)

61questions here

13free pages

12concepts

Questions 6–10

6foundation · easy
What is a key change management consideration when introducing AI into an organization?
Select an answer first
7application · medium
An e-commerce company's AI-based recommendation system begins recommending inappropriate products to minors. The issue is traced to a recent model update that used user-generated content without adequate filtering. The incident response team is activated. What should be the first step in the response process?
Select an answer first
8foundation · easy
What is a key consideration when decommissioning an AI system?
Select an answer first
9application · medium
A bank's loan-approval model is found to approve loans for one demographic group at a significantly lower rate than others, even when controlling for income and credit history. The model was trained on historical loan data. Which action should the bank take first to address the bias?
Select an answer first
10foundation · easy
Which regulation specifically addresses the use of AI in the European Union and imposes obligations based on risk levels?
Select an answer first

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