Review
Open access
Jul 2026
Federated TinyML and digital twin framework for secure and resilient IoMT-based ICU monitoring
Results indicate that a federated TinyML architecture with lightweight patient-state tracking, validation-based ensemble filtering, differential privacy, and post-quantum-secure communication can support privacy-aware and attack-resilient ICU monitoring experiments in resource-constrained IoMT settings.
Umar Hayat Khan, Rahim Khan, Tahani Alsaedi et al.
· Scientific Reports · 0 citations