SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
☆115Mar 15, 2021Updated 5 years ago
Alternatives and similar repositories for Federated-Learning-and-Split-Learning-with-raspberry-pi
Users that are interested in Federated-Learning-and-Split-Learning-with-raspberry-pi 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☆86May 25, 2020Updated 6 years ago
- Source codes of paper "Can We Use Split Learning on 1D CNN for Privacy Preserving Training?"☆22Feb 28, 2020Updated 6 years ago
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- ☆20Jan 18, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Jan 23, 2024Updated 2 years ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Jan 24, 2022Updated 4 years ago
- A incomplete survey for Split Learning (comprehensive enough) and Federated Learning (only most representative works)☆20Mar 8, 2022Updated 4 years ago
- A summay of existing works on vertical federated/split learning☆15Nov 28, 2021Updated 4 years ago
- Nopeek experiments☆14Jun 12, 2020Updated 6 years ago
- Privacy attacks on Split Learning☆45Nov 15, 2021Updated 4 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆17Jul 23, 2023Updated 3 years ago
- Research into model inversion on SplitNN☆18Feb 20, 2024Updated 2 years ago
- Privacy Preserving Vertical Federated Learning☆223Jun 1, 2023Updated 3 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆14May 31, 2021Updated 5 years ago
- This is official code for ASFL.☆22Mar 3, 2025Updated last year
- The Code for Homeomorphic Projection☆14Sep 21, 2023Updated 2 years ago
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆245Jul 25, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A PyTorch Implementation of Federated Learning☆1,514Jul 25, 2024Updated 2 years ago
- Federated Optimization in Heterogeneous Networks (MLSys '20)☆733Mar 24, 2023Updated 3 years ago
- The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)☆35Sep 29, 2019Updated 6 years ago
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 4 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆310Apr 18, 2022Updated 4 years ago
- Numerical Evaluation and Implementation of paper: Workflow Optimization for paper Parallel Split Learning (IEEE INFOCOM 2024).☆24Jul 15, 2026Updated 2 weeks ago
- On the Convergence of FedAvg on Non-IID Data☆273Dec 7, 2022Updated 3 years ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆184Feb 27, 2023Updated 3 years ago
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆759Mar 25, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 4 years ago
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- Repository implementing the lightweight split learning framework enabling edge devices to collaboratively train machine learning models w…☆10Mar 27, 2024Updated 2 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆145May 29, 2019Updated 7 years ago
- Resource Efficient Federated Learning☆25Jan 13, 2023Updated 3 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,015Sep 3, 2022Updated 3 years ago
- Online Federated Learning.☆16Apr 26, 2021Updated 5 years ago