Explainable Hybrid Intelligence for Autonomous Cyber Defense: Adaptive Intrusion Detection and Real-time Firewall Enforcement Using Reinforcement Learning
Conventional rule-based firewalls rely on static signatures, limiting adaptability to unseen attacks, while AI-enabled commercial tools remain proprietary and lack transparency.This paper presents Net-Knight, an explainable hybrid intelligence framework integrating supervised intrusion detection, unsupervised anomaly d...