AIF-C01 Question 213
Select 3Your company is deploying a machine learning application that processes healthcare data for clinical predictions. As the AI practitioner, you must ensure the system is compliant with governance and regulatory requirements. Which of the following actions should you take to meet compliance standards for handling sensitive healthcare data?
- A
Ensure the AI system complies with HIPAA regulations for data confidentiality and security.
- B
Enable encryption for data at rest and in transit to protect sensitive information.
- C
Only use open-source datasets without reviewing their licensing and data privacy agreements.
- D
Implement audit logs to track access and modifications to healthcare data.
- E
Avoid consulting legal experts, as AWS compliance services will automatically ensure regulatory adherence.
Show answer and explanation
Correct answers: A, B, D
Explanation
To ensure compliance with governance and regulatory standards for processing healthcare data, it is essential to follow industry-specific regulations like HIPAA, implement strong security measures such as encryption, and maintain transparency with audit logs. Ignoring licensing agreements or avoiding legal consultations can lead to non-compliance and legal risks. AWS tools assist with compliance but do not replace an organization's obligation to adhere to regulations.
- A. Correct.
Ensuring compliance with HIPAA regulations is critical when working with sensitive healthcare data, as it governs the security and privacy of patient information.
- B. Correct.
Encryption for data at rest and in transit is a best practice for securing sensitive information and is often a requirement under healthcare compliance standards.
- C. Incorrect.
Using open-source datasets without reviewing licensing and privacy agreements can lead to regulatory violations if the data is not authorized for your use case.
- D. Correct.
Implementing audit logs is essential for tracking data access and modifications, which supports transparency and compliance with healthcare-related regulations.
- E. Incorrect.
Avoiding consultation with legal experts is not advisable. AWS services provide compliance tools, but responsibility for regulatory adherence ultimately lies with the organization.