AI-secure / FLBenchmark-toolkitLinks
Federated Learning Framework Benchmark (UniFed)
☆49Updated 2 years ago
Alternatives and similar repositories for FLBenchmark-toolkit
Users that are interested in FLBenchmark-toolkit are comparing it to the libraries listed below
Sorting:
- ☆40Updated last year
- ☆45Updated last year
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated 2 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆78Updated 3 years ago
- Federated Learning Systems Paper List☆73Updated last year
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆27Updated 2 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 9 months ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57Updated 2 years ago
- Federated Learning with Partial Model Personalization☆43Updated 3 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆32Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆95Updated last year
- ☆64Updated 2 years ago
- Federated Dynamic Sparse Training☆30Updated 3 years ago
- A tree-based federated learning system (MLSys 2023)☆149Updated 6 months ago
- ☆54Updated 2 years ago
- Learning from history for Byzantine Robustness☆24Updated 4 years ago
- This repo implements several algorithms for learning with differential privacy.☆108Updated 2 years ago
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆38Updated 3 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 4 years ago
- ☆54Updated 4 years ago
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆26Updated 2 years ago
- ☆31Updated last year
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Updated 2 years ago
- ☆46Updated 3 years ago
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆50Updated 6 months ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated last year