HYDRA×PIPELINE
Dual-use cybersecurity pipeline
LLM-powered SSH research system that answers any command in real time with memory and anti-fingerprinting. Deployed on a public VPS and exposed to live internet traffic — caught Kinsing botnets and in-band prompt injection attempts via SSH. The same raw events feed both defensive and offensive training datasets through a dual-use DataRouter with 7 generators.