Releasing the source code Version1.
☆180Sep 16, 2021Updated 4 years ago
Alternatives and similar repositories for SplitFed-When-Federated-Learning-Meets-Split-Learning
Users that are interested in SplitFed-When-Federated-Learning-Meets-Split-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Investigating Split Learning and Federate Learning☆88May 25, 2020Updated 5 years ago
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- This is official code for ASFL.☆21Mar 3, 2025Updated last year
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Jan 24, 2022Updated 4 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆118Mar 15, 2021Updated 5 years ago
- ☆13Jan 16, 2025Updated last year
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated last year
- ☆20Jan 18, 2022Updated 4 years ago
- This repository includes the official project of SplitAVG, from our paper "SplitAVG: A heterogeneity-aware federated deep learning method…☆22Dec 9, 2023Updated 2 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆75Nov 18, 2022Updated 3 years ago
- [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time☆47Apr 12, 2023Updated 2 years ago
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Aug 18, 2023Updated 2 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Oct 30, 2023Updated 2 years ago
- ☆24Nov 22, 2024Updated last year
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆13Mar 13, 2020Updated 6 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- ☆21Sep 29, 2025Updated 5 months ago
- Privacy attacks on Split Learning☆43Nov 15, 2021Updated 4 years ago
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 3 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆180Feb 27, 2023Updated 3 years ago
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 8 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago
- On the Convergence of FedAvg on Non-IID Data☆275Dec 7, 2022Updated 3 years ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆65Aug 27, 2024Updated last year
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆19Mar 8, 2022Updated 4 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆614Feb 26, 2024Updated 2 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,965Oct 5, 2025Updated 5 months ago
- DNN_Partition辅助工具，用 于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 4 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,070May 30, 2024Updated last year
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Aug 2, 2022Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆222Jun 1, 2023Updated 2 years ago
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 3 years ago