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Hornet-Defence-
Self-Learning • Self-Defending • Self-Evolving
Modern cybersecurity tools are: Reactive (signature-based) Slow to adapt to new threats Centralized and predictable Easily bypassed by modern malware Our Hornet Defence introduces a Swarm-Cortex Architecture: Distributed AI Agents hunt threats independently Shared Intelligence (Q-learning) improves all agents Real Time Adaptation to new attack patterns Autonomous Decision Making using LLMs
Hornet Defence began with a simple realization: most security tools react too late.
Inspired by the coordinated attack and defense strategies of hornets, the goal was to create a system that doesn’t just detect threats but actively hunts them down.
