FedMamba-IoMT: Federated state space models with differential privacy and byzantine resilience for privacy-preserving intrusion detection in Internet of Medical Things

Source: Plos.org· Yasser Mohammad Al-Sharo, Mohammed Tawfik, Ali Mansour Almadani, Amr H. Abdelhaliem, Islam S. Fathi, Gaber Hassan· August 10, 2026
FedMamba-IoMT: Federated state space models with differential privacy and byzantine resilience for privacy-preserving intrusion detection in Internet of Medical Things

The proliferation of Internet of Medical Things (IoMT) devices has created critical cybersecurity challenges demanding intrusion detection systems that achieve high accuracy across diverse attack taxonomies while preserving patient privacy across institutiona…

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