PacktPublishing / Federated-Learning-with-Python
☆24Updated last year
Alternatives and similar repositories for Federated-Learning-with-Python:
Users that are interested in Federated-Learning-with-Python are comparing it to the libraries listed below
- This repository contains a simplified federated learning codebase designed mainly for personal or educational purposes. You can use the c…☆10Updated 2 years ago
- Federated Learning Course Materials☆65Updated 3 years ago
- AI-enabled Cybersecurity for Future Smart Environments☆21Updated 6 months ago
- A Docker-Based Federated Learning Framework Design and Deployment for Multi-modal Data Stream Classification☆11Updated last year
- Federated Learning Demo in Python using Socket Programming☆85Updated 7 months ago
- A Federated Learning based Android Malware Classification System☆24Updated last year
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆15Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆13Updated 9 months ago
- Practical Data Privacy☆86Updated 5 months ago
- Contains codes for my published tutorials☆30Updated last year
- In this project, we build a simple federated deep learning model (i.e., LeNet model) that classifies 62 differents Belgian Traffic Signs.☆12Updated 3 years ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆69Updated 2 months ago
- Use machine learning to classify malware. Malware analysis 101. Set up a cybersecurity lab environment. Learn how to tackle data class im…☆16Updated 4 years ago
- Experiments on MNIST dataset and federated training using Flower framework☆37Updated 7 months ago
- Principles of ML Systems Project☆27Updated 4 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆112Updated 4 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆67Updated last year
- DFL working group☆33Updated 9 months ago
- Federated Learning with TensorFlow [Video], by Packt Publishing☆15Updated 4 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆19Updated 3 years ago
- Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS☆11Updated 2 years ago
- Deep Learning and XAI Techniques for Anomaly Detection, published by Packt☆38Updated last year
- federated-learning☆83Updated 2 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 4 years ago
- ☆17Updated 9 months ago
- Wuhan Corona (COVID-19) patients dataset☆38Updated last year
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆93Updated this week
- Federated k-means clustering algorithm implementation and proof of concept.☆28Updated 3 years ago
- Hands-On Artificial Intelligence for Cybersecurity, publised by Packt☆146Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆291Updated last year