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]

@inproceedings{ThapaKCCVN21,
  title = {FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation},
  author = {Chandra Thapa and Kallol Krishna Karmakar and Alberto Huertas Celdrán and Seyit Camtepe and Vijay Varadharajan and Surya Nepal},
  year = {2021},
  doi = {10.1007/978-3-030-91424-0_1},
  url = {https://doi.org/10.1007/978-3-030-91424-0_1},
  researchr = {https://researchr.org/publication/ThapaKCCVN21},
  cites = {0},
  citedby = {0},
  pages = {3-24},
  booktitle = {Quality, Reliability, Security and Robustness in Heterogeneous Systems - 17th EAI International Conference, QShine 2021, Virtual Event, November 29-30, 2021, Proceedings},
  editor = {Xingliang Yuan and Wei Bao and Xun Yi and Nguyen Hoang Tran},
  volume = {402},
  series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering},
  publisher = {Springer},
  isbn = {978-3-030-91424-0},
}