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Federated Learning IDS

A privacy-preserving intrusion-detection research project combining federated learning with lightweight encryption concepts.

PythonFlowerTensorFlowCICIDS2017

Overview

This academic project investigates federated learning for intrusion detection and privacy-aware model collaboration, using a simulated SDN context.

Highlights

  • Flower federated learning
  • Intrusion detection
  • Privacy-preserving design

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