Implement a static view that excludes sensitive columns entirely, requiring separate views for each user role, which increases management overhead.

Develop a dynamic view that includes all columns and uses row-level security to conditionally mask sensitive data based on the user's role, ensuring compliance without duplicating data.

Create a copy of the dataset with sensitive information permanently removed for unauthorized users, leading to data inconsistency and increased storage costs.

Apply permanent data masking to the entire dataset, restricting all users from accessing sensitive information, which undermines the needs of authorized personnel.