paritybit-ai / XFLLinks
An Efficient and Easy-to-use Federated Learning Framework.
☆44Updated last year
Alternatives and similar repositories for XFL
Users that are interested in XFL are comparing it to the libraries listed below
Sorting:
- vertical federated learning paper lists☆77Updated 4 years ago
- Private set intersection implemented in Python☆101Updated 3 years ago
- FedAI 社区中文文档☆138Updated last year
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Updated 7 months ago
- Fedlearn支持前沿算 法研发的Python工具库 | Fedlearn algorithm toolkit for researchers☆92Updated 3 years ago
- ☆47Updated last year
- 联邦学习系统，包括常用算法和通用训练推理系统框架 | Fedlearn Main System, Including Algorithms and Frameworks for Training / Inference.☆77Updated 3 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆49Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Federated Learning on XGBoost☆46Updated 6 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆98Updated last year
- Interconnection Protocol☆17Updated 3 months ago
- A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.☆95Updated last year
- Federated Learning for LLMs.☆235Updated last week
- Federated Deep Learning in PaddlePaddle☆513Updated 2 years ago
- 基于可编程不经意伪随机数的多方隐私求交算法库 Programmable Oblivious PRF & multi-party PSI☆26Updated 3 years ago
- vertical federated learning demo with crypten☆47Updated 4 years ago
- A tree-based federated learning system (MLSys 2023)☆150Updated 9 months ago
- ☆35Updated 4 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆24Updated 4 years ago
- ☆44Updated 3 years ago
- ☆89Updated 5 years ago
- Paper Notes in MPC with Applications to PPML☆70Updated last year
- ☆110Updated 4 years ago
- ☆125Updated 2 months ago
- SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keepin…☆307Updated this week
- Privacy Preserving Vertical Federated Learning☆219Updated 2 years ago
- Federated gradient boosted decision tree learning☆68Updated 2 years ago
- Scripts for figures and calculations of the manuscript by Warnat-Herresthal el al. 2020☆195Updated 4 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆71Updated 4 years ago