kyuyeonpooh / split-learning-1d-cnnLinks
Source codes of paper "Can We Use Split Learning on 1D CNN for Privacy Preserving Training?"
☆22Updated 5 years ago
Alternatives and similar repositories for split-learning-1d-cnn
Users that are interested in split-learning-1d-cnn are comparing it to the libraries listed below
Sorting:
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆110Updated 4 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆117Updated 5 years ago
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- federated-learning☆82Updated 2 years ago
- Code for "SplitEasy: A Practical Approach for Training ML models on Mobile Devices" [ACM HotMobile 2021]☆9Updated 4 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 5 years ago
- Nopeek experiments☆14Updated 5 years ago
- Final project for Lesson 6: Differential privacy for deep learning in the Facebook and Udacity Secure and Private AI scholarship nanodeg…☆21Updated 5 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Investigating Split Learning and Federate Learning☆84Updated 5 years ago
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆27Updated 4 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Updated 4 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 3 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining life…☆84Updated 2 years ago
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆42Updated last year
- ☆54Updated 3 years ago
- Federated Learning package☆21Updated 3 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆37Updated 2 years ago
- Simplified implementation of federated learning in PyTorch☆31Updated 4 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆44Updated 3 years ago
- I put all my exploration around AI in reproducible notebooks in this repository☆92Updated this week
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- Federated Learning Course Materials☆64Updated 4 years ago