If your organization uses the OpenAI API directly, these security configurations are essential.
API Key Management
- Store keys in secrets management (Vault, AWS Secrets Manager)
- Rotate keys quarterly at minimum
- Use separate keys for different environments
- Never commit keys to version control
Rate Limiting
- Set organization-level rate limits
- Implement per-user quotas
- Alert on unusual usage patterns
- Have a plan for rate limit incidents
Network Security
- Restrict API access to known IP ranges where possible
- Use VPN or private connectivity for sensitive workloads
- Monitor for API access from unexpected locations
Logging and Monitoring
- Log all API calls with user attribution
- Monitor costs in real-time
- Alert on spend anomalies
- Retain logs for compliance requirements
Data Handling
- Never send credentials in prompts
- Implement content filtering before API calls
- Understand and configure data retention settings
- Consider using Azure OpenAI for additional controls
The OpenAI API is powerful, but that power requires careful configuration to use safely.
James conducts technical security research on LLM vulnerabilities and AI attack surfaces. His work has been presented at Black Hat and DEF CON, and he contributes to OWASP AI security initiatives.
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