Python 13 C++ 3 Jupyter Notebook 1

FL Systems from big tech companies 18 Optimization for FL Systems 18 Open-source FL Framework 12 Federated Computation Systems 6 Edge / Mobile 6 Real-world FL Application 5 Security and Privacy 4 Real-world device traces 4 Survey 3 General insight for FL 2 FL x LLM 1

Vertical FL 41 Energy-efficiency 21 Framework 9 Paper 8

federated-learning 8 deep-learning 5 pytorch 4 machine-learning 4 privacy 2 secure-multiparty-computation 2 secure-computation 2 private-set-intersection 2 tensorflow 2 differential-privacy 2 homomorphic-encryption 2 trusted-execution-environment 1 partitioned-data 1 psi 1 split-neural-network 1 splitnn 1 vertical-federated-learning 1 benchmark 1 dataset 1 split-learning 1 privacy-preserving 1 data-analysis 1 confidential-computing 1 syft 1 python 1 cryptography 1 dpsgd 1 winograd-algorithm 1 vulkan 1 mnn 1 ml 1 embedded-devices 1 deep-neural-networks 1 convolution 1 arm 1 pytorch-federated-learning 1 fedlab 1 federated-learning-framework 1 zero-knowledge-proofs 1 privacy-preserving-machine-learning 1 scikit-learn 1 keras-tensorflow 1 fleet-learning 1 fedml 1 federated-machine-learning 1 edge-ml 1 edge-ai 1 osdi 1 mlsys 1 icml 1