I found these links :
https://www.linkedin.com/pulse/ferpa-implementation-guide-microsoft-azure-now-live-simorjay-cissp/
https://www.media3.net/industry/FERPA%20Implementation%20Guide%20for%20Azure.pdf
1. Understanding FERPA Compliance Requirements
- FERPA Overview: FERPA protects the privacy of student education records. Educational institutions and entities that process these records must ensure confidentiality, access controls, and the ability to audit data access.
- Key FERPA Requirements:
- Access Controls: Only authorized individuals should have access to educational records.
- Data Encryption: Data must be encrypted both at rest and in transit.
- Auditability: There should be logs and monitoring to track access to educational records.
- Data Minimization: Collect and retain only the data necessary for the intended educational purpose.
2. Azure Data Lake Storage (ADLS)
- Access Controls:
- Use Azure Role-Based Access Control (RBAC) to define who can access data in ADLS. Ensure that only authorized personnel have access to folders containing FERPA-protected data.
- Azure Active Directory (AAD) integration with ADLS allows you to manage permissions based on user roles.
- Data Encryption:
- Enable encryption at rest using Azure Storage Service Encryption (SSE). This ensures that all data stored in ADLS is encrypted.
- Use Azure Key Vault to manage encryption keys, providing an additional layer of security.
- Auditability:
- Implement Azure Monitor and Azure Storage Analytics to track access to ADLS. Log access requests, successful and failed attempts, and modifications to data.
- Data Minimization:
- Implement data lifecycle management to automatically delete data that is no longer needed, according to FERPA guidelines.
3. Azure Data Factory
- Secure Data Movement:
- Use Managed Identity to authenticate Azure Data Factory (ADF) and access ADLS or other data stores securely.
- Ensure that data in transit between ADF and other services is encrypted using HTTPS/TLS.
- Access Controls:
- Use AAD-based RBAC to control access to ADF resources. Assign roles such as Data Factory Contributor or Data Factory Operator to manage who can modify or execute pipelines.
- Logging and Monitoring:
- Enable Azure Monitor for ADF to capture detailed logs of pipeline activities. This includes who initiated the pipeline, data movements, and any errors.
- Data Minimization:
- Implement ADF’s Data Flow transformations to process only the necessary data, reducing the exposure of FERPA-protected information.
4. Azure Databricks
- Data Security and Privacy:
- Configure Databricks clusters to use AAD tokens for authentication, ensuring secure access to data.
- Use Databricks Table ACLs (Access Control Lists) to control access to data within Databricks. This ensures that only authorized users can access and query FERPA-protected data.
- Data Encryption:
- Encrypt all data stored in Databricks File System (DBFS) using encryption at rest. Also, ensure that data in transit between Databricks and other Azure services is encrypted.
- Auditability:
- Use Databricks audit logs to track user activities, including data access and queries run on FERPA-protected data. These logs should be securely stored and regularly reviewed.
- Data Minimization:
- Implement data cleansing and anonymization techniques in your data processing pipelines within Databricks to reduce the amount of FERPA-protected data that is stored and processed.
5. General Best Practices
- Regular Compliance Audits: Schedule regular audits to ensure ongoing FERPA compliance across all Azure services.
- Data Masking and Pseudonymization: Where possible, use Azure’s data masking features to obscure sensitive student information.
- Incident Response Plan: Develop and test an incident response plan specifically for handling FERPA-related data breaches.
Example Framework for FERPA Compliance
AzureAD:
- Enforce MFA for all users
- Use Conditional Access to restrict access based on location and device
AzureDataLakeStorage:
- Enable encryption at rest
- Implement RBAC for fine-grained access control
- Enable logging and monitoring with Azure Monitor
- Setup lifecycle management for data retention
AzureDataFactory:
- Use Managed Identity for secure data movement
- Encrypt data in transit
- Implement logging for all data movement activities
AzureDatabricks:
- Secure clusters with AAD tokens
- Encrypt DBFS at rest and in transit
- Use audit logs to track data access
- Implement data minimization in pipelines
AzureKeyVault:
- Store and manage encryption keys securely
- Rotate keys regularly
Monitoring and Auditing:
- Use Azure Security Center for ongoing monitoring
- Regularly review access logs and audit trails
This framework should provide you with a comprehensive approach to implementing FERPA compliance across Azure services. Be sure to consult with your organization's compliance team and legal advisors to tailor these recommendations to your specific needs.