Sameera KM

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Publications (6)

• WeiDetect: Weibull distribution-based defense against poisoning attacks in federated learning for network intrusion detection systems
  Journal of Information Security and Applications 2025 DOI: 10.1016/j.jisa.2025.104275
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• SecDefender: Detecting low-quality models in multidomain federated learning systems
  Future Generation Computer Systems 2025 DOI: 10.1016/j.future.2024.107587
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• DLShield: A Defense Approach Against Dirty Label Attacks in Heterogeneous Federated Learning
  2025 DOI: 10.1007/978-3-031-80408-3_9
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• Federated Learning: An Overview of Attacks and Defense Methods
  2025 DOI: 10.1007/978-3-031-83157-7_14
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• LFGurad: A Defense against Label Flipping Attack in Federated Learning for Vehicular Network
  Computer Networks 2024 DOI: 10.1016/j.comnet.2024.110768
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• Privacy-preserving in Blockchain-based Federated Learning systems
  Computer Communications 2024 DOI: 10.1016/j.comcom.2024.04.024
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