AI-secure / FLBenchmark-toolkit
Federated Learning Framework Benchmark (UniFed)
☆47Updated last year
Related projects ⓘ
Alternatives and complementary repositories for FLBenchmark-toolkit
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- ☆40Updated last year
- ☆41Updated 6 months ago
- ☆55Updated 3 years ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆21Updated last year
- ☆13Updated last year
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- Federated Learning Systems Paper List☆68Updated 9 months ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆84Updated 4 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated last year
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆27Updated this week
- ☆28Updated 3 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms☆72Updated 3 years ago
- ☆28Updated 4 years ago
- ☆19Updated 8 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆24Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆66Updated last month
- [CCS 2021] "DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation" by Boxin Wang*, Fan Wu*, Yunhui Long…☆37Updated 2 years ago
- Federated Dynamic Sparse Training☆29Updated 2 years ago
- ☆43Updated 2 years ago
- ☆53Updated last year
- Private Adaptive Optimization with Side Information (ICML '22)☆16Updated 2 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆71Updated 3 years ago
- ☆58Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆32Updated last year
- ☆27Updated last year
- ☆36Updated 3 years ago
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Official repo for the paper: Recovering Private Text in Federated Learning of Language Models (in NeurIPS 2022)☆57Updated last year
- ☆34Updated 2 years ago