AI-900 Question 59
Select 3You are designing an AI solution to process and analyze sensitive customer data, including personally identifiable information (PII). Which of the following practices should you implement to ensure privacy and security in your AI solution?
- A
Implement data encryption both in transit and at rest.
- B
Use synthetic data instead of real customer data during model training.
- C
Store raw data in publicly accessible blob storage for transparency.
- D
Ensure the AI model complies with relevant data protection regulations, such as GDPR.
- E
Disable user authentication to simplify access to the AI system.
Show answer and explanation
Correct answers: A, B, D
Explanation
Privacy and security in AI solutions require adherence to best practices such as encryption, use of synthetic data, and compliance with regulations like GDPR. These measures help protect sensitive data and ensure the solution operates within legal and ethical boundaries. Avoiding risky practices like public storage of raw data and disabling authentication is critical to maintaining security.
- A. Correct.
Encryption in transit and at rest protects sensitive data from unauthorized access during transmission and storage, ensuring security and privacy.
- B. Correct.
Using synthetic data eliminates the risks associated with processing real sensitive data and helps protect privacy during AI model training.
- C. Incorrect.
Storing raw data in publicly accessible blob storage creates significant security risks and violates privacy best practices. Sensitive data should always be secured and access-controlled.
- D. Correct.
Ensuring compliance with data protection regulations like GDPR is essential to address legal and ethical considerations for privacy in AI solutions.
- E. Incorrect.
Disabling user authentication would compromise security by allowing unauthorized access to the AI system, which is a violation of privacy and security principles.