• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Python
  • License
    MIT License
  • Created 3 months ago
  • Updated 3 months ago

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Repository Details

TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients responsible for global model predictions, achieving 99% accuracy across diverse datasets (e.g., medical imaging) and neural networks (e.g., GPT).