vaikkunth / PrivacyFL
A Simulator for Privacy Preserving Federated Learning
☆93Updated 4 years ago
Alternatives and similar repositories for PrivacyFL:
Users that are interested in PrivacyFL are comparing it to the libraries listed below
- Privacy Preserving Vertical Federated Learning☆216Updated last year
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆147Updated 2 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆292Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆130Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆44Updated last year
- ☆81Updated 4 years ago
- A sybil-resilient distributed learning protocol.☆100Updated last year
- An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…