Advanced Federated Learning
Modern FL techniques.
Privacy
Differential privacy. Secure aggregation.
Heterogeneity
Non-IID data. Communication efficiency.
Frameworks
Flower. PySyft. NVIDIA FLARE.
Key Takeaways
- Privacy guarantees in FL
- Handle non-IID data
- Flower, PySyft