What is the primary role of a data governance framework in an organization?

To define policies, roles, and responsibilities for managing data assets

To automatically generate machine learning models from data

To encrypt all data in the organization

To provide high-speed data storage for AI workloads

Which method is considered secure for disposing of AI training data stored on solid-state drives (SSDs)?

Overwriting the data with random patterns

Physical destruction of the drive

A multinational corporation is deploying AI across several business units. Each unit has its own data management practices, leading to inconsistent data classification and lineage documentation. The board wants a unified approach to oversee data management across all AI initiatives. What should be established?

A data lineage tool that each unit can configure independently.

A centralized data warehouse to store all AI training data.

A data governance council with representatives from each business unit to define standards and policies.

A new data classification scheme that each unit can interpret as needed.

ISACAAdvanced in AI Security Management

Domain 3Objective 3

Data Management Controls AAISM Practice Questions (Page 5)

Part of the AI Technologies and Controls domain, which accounts for 38% of the AAISM exam.

32questions here

7free pages

7concepts

38%of the exam

Questions 21–25

21foundation · easy
What is the primary role of a data governance framework in an organization?
Select an answer first
22foundation · easy
Which method is considered secure for disposing of AI training data stored on solid-state drives (SSDs)?
Select an answer first
23foundation · easy
In an AI system that processes customer personal data, which data classification level is most appropriate for the dataset containing names, addresses, and financial information?
Select an answer first
24application · medium
A multinational corporation is deploying AI across several business units. Each unit has its own data management practices, leading to inconsistent data classification and lineage documentation. The board wants a unified approach to oversee data management across all AI initiatives. What should be established?
Select an answer first
25application · medium
An AI system for predictive maintenance collects sensor data from industrial equipment. The data is streamed in real time, and the model uses it to predict failures. The company wants to ensure that the data used for training is accurate and complete. Which stage of the data lifecycle should be emphasized?
Select an answer first

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Data Management Controls AAISM Practice Questions (Page 5)

Questions 21–25

What is the primary role of a data governance framework in an organization?

Which method is considered secure for disposing of AI training data stored on solid-state drives (SSDs)?

In an AI system that processes customer personal data, which data classification level is most appropriate for the dataset containing names, addresses, and financial information?

Keep studying — AI Technologies and Controls