[P0] Add human validation baseline for detector accuracy

[Petsku01]

Problem

No ground truth for detector accuracy — can't measure false positive/negative rates.

Tasks

• Create 50-100 attack sample with human-labeled outcomes
• Run both detectors against labeled set
• Report precision/recall for each detector
• Document in METHODOLOGY.md

Acceptance Criteria

• Detector accuracy claims are backed by labeled validation set