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11-18-2025 02:40 AM
| Interface or Layer | Should You Define Security? | Typical Mechanisms | Reference Links |
| VPC → S3 | Yes | IAM roles, service accounts, credentials, policies | https://docs.aws.amazon.com/AmazonS3/latest/userguide/security-best-practices.html |
| S3 → Lakehouse | Yes | Service principals, managed identities, access keys | https://docs.databricks.com/security/access-control/service-principals.html |
| Lakehouse Bronze → Silver → Gold | Sometimes (Context-Driven) | Platform roles, catalog permissions, ACLs, data masking | https://docs.databricks.com/data-governance/unity-catalog/index.html |
| Lakehouse → Serverless Compute | Yes | Managed identities, OAuth2, tokens, ACLs | https://learn.microsoft.com/en-us/azure/architecture/serverless/security-serverless-applications |
