Integration of SplitNN for vertically partitioned data with OpenMined's PySyft
☆28Sep 2, 2020Updated 5 years ago
Alternatives and similar repositories for SplitNN-for-Vertically-Partitioned-Data
Users that are interested in SplitNN-for-Vertically-Partitioned-Data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Simple Python Socket-based Split Learning technique using PyTorch☆14Mar 13, 2020Updated 6 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- reveal the vulnerabilities of SplitNN☆31Jun 16, 2022Updated 3 years ago
- Privacy Preserving Vertical Federated Learning☆221Jun 1, 2023Updated 3 years ago
- Compressed Vertical Federated Learning simulation code☆15Apr 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆12Nov 26, 2019Updated 6 years ago
- PyTorch implementation of NoPeekNN☆17Aug 30, 2020Updated 5 years ago
- A curated repository for various papers in the domain of split learning.☆55Aug 21, 2024Updated last year
- The implementation of FedHSSL algorithm published in the paper "A Hybrid Self-Supervised Learning Framework for Vertical Federated Learni…☆14Jul 13, 2024Updated last year
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆115Mar 15, 2021Updated 5 years ago
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- ☆13Jan 16, 2025Updated last year
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆42Sep 19, 2023Updated 2 years 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.
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 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
- Nopeek experiments☆14Jun 12, 2020Updated 6 years ago
- ☆20Jan 18, 2022Updated 4 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
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Jan 24, 2022Updated 4 years ago
- Investigating Split Learning and Federate Learning☆87May 25, 2020Updated 6 years ago
- Releasing the source code Version1.☆183Sep 16, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A compiled list of resources and materials for PPML☆12May 10, 2025Updated last year
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆19Oct 7, 2021Updated 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
- Federated learning used to detect credit card fraud☆13Jun 23, 2020Updated 5 years ago
- Privacy attacks on Split Learning☆45Nov 15, 2021Updated 4 years ago
- 基于多进程的期货程序化交易系统☆15Feb 26, 2021Updated 5 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Mar 28, 2023Updated 3 years ago
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Feb 21, 2022Updated 4 years ago
- Implementation network trimming using pytorch☆15Apr 20, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 4 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆15Jul 23, 2023Updated 2 years ago
- Collective training of neural networks on distributed datasets.☆20Feb 6, 2023Updated 3 years ago
- ☆19Oct 24, 2021Updated 4 years ago
- Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers☆17Oct 1, 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
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆12Sep 23, 2025Updated 8 months ago