ramsRahim / Federated-LearningLinks
☆23Updated 3 years ago
Alternatives and similar repositories for Federated-Learning
Users that are interested in Federated-Learning are comparing it to the libraries listed below
Sorting:
- Contains codes for my published tutorials☆31Updated 2 years ago
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆72Updated 2 years ago
- Principles of ML Systems Project☆26Updated 4 years ago
- Material workbench for the master-level course CS-E4740 "Federated Learning"☆153Updated 3 months ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆40Updated 6 years ago
- Investigating Split Learning and Federate Learning☆86Updated 5 years ago
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Updated last year
- Federated Learning Course Materials☆64Updated 4 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆18Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆312Updated 2 years ago
- Mobile Federated Learning development kit for FedCampus☆19Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆114Updated 4 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18Updated 2 years ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Updated 2 years ago
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆131Updated last week
- ☆54Updated 3 years ago
- Simplified implementation of federated learning in PyTorch☆32Updated 4 years ago
- Official Repo for the 30DaysOfFLCode Challenge Initiative☆75Updated 3 months ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 3 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Updated last year
- Papers related to Federated Learning in all top venues☆49Updated last week
- Releasing the source code Version1.☆173Updated 4 years ago
- Experiments on MNIST dataset and federated training using Flower framework☆41Updated last month
- federated-learning☆85Updated 2 years ago
- reveal the vulnerabilities of SplitNN☆31Updated 3 years ago
- Short, easy to run, code examples presented in the Flower's FlowerMonthly online meetings.☆14Updated last year
- ☆176Updated last year
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Updated 5 years ago