AI Security Checklist 2026
Essential security measures for AI applications
Data Security
- Encrypt data at rest and in transit
- Implement access controls
- Regular security audits
- Data anonymization
API Security
- Rate limiting
- Authentication & authorization
- Input validation
- Error handling without info leakage
Model Security
- Adversarial attack protection
- Model versioning
- Prompt injection prevention
- Output validation
Compliance
- GDPR compliance
- SOC 2 certification
- Regular penetration testing
- Incident response plan