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:
- ☆47Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- Federated Learning Systems Paper List☆75Updated last year
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆78Updated 4 years ago
- ☆40Updated 2 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Updated 2 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Updated 2 years ago
- Federated Learning with Partial Model Personalization☆43Updated 3 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated 2 years ago
- A tree-based federated learning system (MLSys 2023)☆150Updated 9 months 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☆98Updated last year
- Federated Learning - PyTorch☆14Updated 4 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
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57Updated 2 years ago
- ☆65Updated 2 years ago
- ☆54Updated 4 years ago
- ☆29Updated 2 years ago
- Learning from history for Byzantine Robustness☆25Updated 4 years ago
- Privacy attacks on Split Learning☆42Updated 3 years ago
- ☆161Updated 2 years ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆48Updated 2 years ago
- ☆30Updated 5 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆148Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆61Updated 2 years ago
- ☆22Updated 4 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Updated 3 years ago
- ☆47Updated 3 years ago