Continuous Monitoring

Implement real-time detection of adversarial attacks and model degradation in production AI systems.

Quick Reference

Skill:       continuous-monitoring
Agent:       05-defense-strategy-developer
OWASP:       LLM10 (Unbounded Consumption), LLM02 (Sensitive Disclosure)
NIST:        Measure, Manage
Use Case:    Detect attacks and drift in production

Monitoring Architecture

User Input → [Input Monitor] → [Model] → [Output Monitor] → Response
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