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Beyond Rate Limiting: Building an Active Learning Defense System in Django
DjangoCon US 2025 · November 6, 2025
Aayush Gauba presents AIWAF, an open-source, Django-native firewall intended to give smaller organizations layered web defenses without requiring a dedicated security team. Its middleware checks headers and IPs, learns suspicious URL tokens from failed requests, applies rate limits and honeypot timing checks, validates UUIDs, logs…