Scientific Reports, Published online: 10 June 2026; doi:10.1038/s41598-026-55893-z An adversarial-resilient intrusion detection framework for internet of medical things (IoMT) using digital twin-enabled behavioral threat modeling and federated hybrid ensemble learning