Robust Conformal Intrusion Detection via Traffic-Aware Calibration and Attack-Orbit Invariance

A new intrusion-detection method improves network security by making detection more reliable under distribution shift and adversarial evasion.

Auto-scored: A real but partial defensive step: better intrusion detection strengthens security monitoring, though it is a research method rather than a deployed or binding safeguard.