HFedDI: A novel privacy preserving horizontal federated learning based scheme for IoT device identification

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IEEE Communications Surveys & Tutorials · 2021 · 1.2K citations · Full text

Artificial Intelligence, Engineering, Smart City +20

Federated Learning on Non-IID Data Silos: An Experimental Study

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The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling

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Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics

Arunan Sivanathan, Hassan Habibi Gharakheili, Franco Loi et al. · IEEE Transactions on Mobile Computing · 2018 · 738 citations

Internet Traffic Analysis, Engineering, Machine Learning +18

Packet-level traffic measurements from the sprint IP backbone

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Cluster Computing, Internet Traffic Analysis, Engineering +14