MadeleineJansson / Master-Thesis-Federated-Learning
Federated learning used to detect credit card fraud
☆13Updated 4 years ago
Related projects: ⓘ
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆30Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆30Updated 4 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆41Updated last year
- ☆15Updated 10 months ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 3 years ago
- ☆72Updated 10 months ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆34Updated 2 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆20Updated 2 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆56Updated 2 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
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆55Updated 2 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆17Updated last year
- An implementation of Deep Learning with Differential Privacy☆23Updated last year
- IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning☆22Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆28Updated 3 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆15Updated last year
- A foundational platform that primarily shares federated learning, differential privacy content☆19Updated 3 months ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆19Updated 2 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆18Updated 4 years ago
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning☆28Updated last year
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆33Updated 3 months ago
- ☆34Updated 3 years ago
- Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)☆54Updated 11 months ago
- Asynchronous Federated Learning☆41Updated last year
- A distributed fedrated learning system on the blockchain.☆59Updated 5 years ago
- ☆11Updated last year
- Privacy Preserving Federated Learning on a Deep Neural Network☆8Updated 4 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆30Updated last year