PMI Certified in Artificial Intelligence (CPMAI) — Question 15

You are working for a large multinational organization and have been assigned to a new project. For your new ML project, you need to make sure you’re managing data privacy and security as you’re working with sensitive customer data.
What critical security issues do you need to make sure you address? (Choose all that apply.)

Answer options

• A. Compliance with Data Privacy Laws even if they are out of your physical jurisdiction
• B. Securing model data and metadata
• C. Securing data at rest
• D. Securely storing all data collected for training purposes

Correct answer: A, B, C, D

Explanation

All options A, B, C, and D are crucial for maintaining security and privacy in an ML project involving sensitive customer data. Compliance with data privacy laws is necessary regardless of jurisdiction, while securing model data, metadata, and data at rest ensures that the information remains protected. Additionally, securely storing training data is vital to prevent unauthorized access or breaches.