Adversarial Detection Engineering Framework: A Taxonomy for Detection Logic Bugs

Open-source taxonomy for classifying detection logic bugs — the errors that cause intended detections to fail. Categorizes bugs into reformatting, omitting alternatives, context manipulation, and event fragmentation. Practical checklists for proactive rule review.