LLM Council Security: Protecting Multi-Model AI Systems
Security considerations and best practices for LLM council deployments.
LLM securityAI securitycouncil securitymulti-model AI protection
Security Framework
Protect your LLM council from threats and vulnerabilities.
API Security
Key Management
- Use environment variables
- Implement key rotation
- Audit key usage
Access Control
- Role-based access
- IP allowlisting
- Rate limiting
Data Security
Input Validation
- Sanitize user inputs
- Detect injection attempts
- Limit context size
Output Filtering
- Check for sensitive data
- Filter harmful content
- Log for audit
Model Security
Provider Assessment
- Evaluate provider security
- Review data handling
- Check compliance
Fallback Plans
- Multi-provider strategy
- Local model backup
- Graceful degradation