ramsRahim / Federated-Learning
☆18Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Federated-Learning
- Contains codes for my published tutorials☆30Updated last year
- Federated Learning Course Materials☆65Updated 3 years ago
- ☆52Updated 2 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆22Updated 3 years ago
- This repository contains all the implementation of different papers on Federated Learning☆43Updated 4 years ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆66Updated 2 years ago
- Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning☆132Updated 3 months ago
- A Federated Learning implementation to diagnose 2 acute inflammations of bladder.. This medical dataset truly needs privacy! Because we c…☆36Updated 4 years ago
- Implementation of a Federated Learning based CNN model☆14Updated 4 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆31Updated 3 weeks ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆19Updated 4 years ago
- P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, maki…☆74Updated this week
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆21Updated last year
- Decentralized federated learning of deep neural networks on non-iid data☆38Updated 2 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆169Updated 3 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- Principles of ML Systems Project☆26Updated 3 years ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆41Updated 6 months ago
- federated-learning☆79Updated last year
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆15Updated 2 months ago
- Simplified implementation of federated learning in PyTorch☆28Updated 3 years ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆15Updated 6 months ago
- Experiments on MNIST dataset and federated training using Flower framework☆35Updated 4 months ago
- Differentially Private Federated Learning on Heterogeneous Data☆59Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- Federated learning via stochastic gradient descent☆29Updated 4 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆79Updated 4 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆134Updated 2 years ago
- PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.☆115Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆94Updated last year