tuhinsharma121 / federated-ml
Detect anomalies in network traffic data using Federated Machine Learning technique.
☆67Updated last month
Related projects: ⓘ
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆21Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆30Updated 2 years ago
- Federated Learning mini-framework with Keras☆35Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and s…☆43Updated 3 years ago
- Federated Learning Course Materials☆62Updated 3 years ago
- Implementation of a Federated Learning based CNN model☆14Updated 4 years ago
- Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The r…☆42Updated 4 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆45Updated 2 years ago
- Federated Learning Demo in Python using Socket Programming☆86Updated 2 months ago
- ☆72Updated 11 months ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 4 years ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆35Updated 4 years ago
- An implementation for a federated learning environment in python using Keras☆22Updated 5 years ago
- ☆52Updated 2 years ago
- tf implementation of federated learning☆40Updated 5 years ago
- federated-learning☆77Updated last year
- Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning☆24Updated last year
- Contains codes for my published tutorials☆28Updated last year
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆14Updated last year
- Federated learning used to detect credit card fraud☆13Updated 4 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆117Updated last year
- A demo of vertical federated learning on simple datasets☆20Updated 3 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆34Updated 5 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆31Updated 3 years ago
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆31Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆93Updated 3 years ago
- Comparison between federated and centralized training method☆15Updated last year
- Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth☆41Updated 4 months ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆15Updated last year