FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation

Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdrán, Seyit Camtepe, Vijay Varadharajan, Surya Nepal. FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation. In Xingliang Yuan, Wei Bao, Xun Yi, Nguyen Hoang Tran, editors, Quality, Reliability, Security and Robustness in Heterogeneous Systems - 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, Proceedings. Volume 402 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pages 3-24, Springer, 2021. [doi]