Role-Based Access Control¶
Overview¶
AIDDDMAP implements a comprehensive role-based access control (RBAC) system to manage permissions and secure access to platform resources. This system ensures that users can only access and modify data and features appropriate to their assigned roles.
Core Roles¶
User Roles¶
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Standard User
-
Basic platform access
- Personal data management
- Access to IDAT canvas
-
Basic agent interactions
-
Data Provider
-
All Standard User permissions
- Ability to publish datasets
- Access to data monetization features
-
Advanced encryption controls
-
Agent Developer
-
All Standard User permissions
- Access to UADM development tools
- Ability to publish agents to marketplace
-
Testing and simulation privileges
-
Administrator
- Full platform access
- User management
- System configuration
- Performance monitoring
- Security audit capabilities
Permission Categories¶
Data Access¶
- Read permissions
- Write permissions
- Delete permissions
- Share permissions
- Encryption key management
Agent Management¶
- Agent deployment
- Agent modification
- Agent marketplace access
- Testing environment access
Platform Features¶
- IDAT canvas access levels
- Encryption drawer controls
- Marketplace participation
- Analytics dashboard access
Implementation¶
The RBAC system is implemented using:
- JWT-based authentication
- Role-based middleware
- Granular permission checks
- Audit logging for all access attempts
Best Practices¶
-
Principle of Least Privilege
-
Users are given minimum necessary permissions
- Temporary elevation of privileges when required
-
Regular permission audits
-
Access Review
-
Periodic review of user roles
- Automated detection of unused permissions
-
Regular security audits
-
Documentation
- All role changes are logged
- Permission modifications are tracked
- Access patterns are monitored
Security Considerations¶
- Regular rotation of access tokens
- Multi-factor authentication for sensitive operations
- Rate limiting on critical endpoints
- Comprehensive audit trails