Poisoning Dispatch Training is a methodological framework within cybersecurity incident response that systematically prepares dispatch protocols to detect, analyze, and mitigate adversarial poisoning attacks in distributed machine learning systems by integrating threat-informed decision logic and real-time data validation mechanisms.