Projects

FLEAD: Federated Learning for IoT Anomaly Detection 2026

FLEAD: Federated Learning for IoT Anomaly Detection

using Kafka, Flink, Spark

  • Built a federated learning setup for anomaly detection across distributed IoT devices.
  • Implemented real-time streaming pipelines and batch evaluation workflows.
  • Analyzed model behavior under heterogeneous and non-IID data settings. 
FLEAD: Federated Learning for IoT Anomaly Detection FLEAD: Federated Learning for IoT Anomaly Detection screenshot 1FLEAD: Federated Learning for IoT Anomaly Detection screenshot 2FLEAD: Federated Learning for IoT Anomaly Detection screenshot 3FLEAD: Federated Learning for IoT Anomaly Detection screenshot 4
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