Nginx WAF AIMachine learning WAF for Nginx traffic protection.

Automated HTTP threat detection, dynamic rule generation, and fleet deployment powered by FastAPI and Scikit-Learn models.

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Dual ML Detection

Combines Isolation Forest for zero-day anomaly detection with Random Forest for supervised threat classification.

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Automatically converts ML threat vectors into native Nginx deny/allow rules without manual intervention.

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Deploys WAF configuration across multiple Nginx nodes via SSH with instant automatic rollback on syntax error.

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High-throughput async REST API with role-based access control and security-hardened middleware.

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Native observability with Prometheus metrics exporter, ready for Grafana and Loki dashboards.

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Single-page web dashboard to visualize real-time traffic, threat alerts, and rule activation states.