CDPSE: Certified Data Privacy Solutions EngineerDemo

By Isaca · Question Mode

QuestionQ324

Data Life Cycle Management

At which of the following system life cycle stages is it BEST to identify privacy controls for a machine learning (ML) model that uses personal data?

  • A System security testing
  • B System deployment
  • C Algorithm design
  • D Functional testing
Explanation

Privacy values and privacy-enhancing measures should guide AI-system design choices. Identifying controls during algorithm design allows privacy requirements—such as data minimization, de-identification, access limitations, and privacy-preserving techniques—to be incorporated before implementation, testing, and deployment.

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