Why is data lineage important for AI model auditability?

It automatically classifies data based on its content

It reduces the computational cost of training models

It allows auditors to trace the data flow and transformations that led to model outputs

It ensures that data is encrypted during transmission

What is the primary purpose of applying access controls to data used in AI systems?

To ensure that only authorized individuals can access or modify the data

To improve the speed of data processing in AI models

To automatically clean data for model training

To reduce the storage cost of AI datasets

ISACAAdvanced in AI Security Management

Domain 3Objective 3

Data Management Controls AAISM Practice Questions (Page 7)

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 31–32

31foundation · easy
Why is data lineage important for AI model auditability?
Select an answer first
32foundation · easy
What is the primary purpose of applying access controls to data used in AI systems?
Select an answer first

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Data Management Controls AAISM Practice Questions (Page 7)

Questions 31–32

Why is data lineage important for AI model auditability?

What is the primary purpose of applying access controls to data used in AI systems?

Keep studying — AI Technologies and Controls