This is the Linux app named Xfl whose latest release can be downloaded as Releasev1.4.1sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Xfl
DESCRIPTION
XFL is a lightweight, high-performance federated learning framework supporting both horizontal and vertical FL. It integrates homomorphic encryption, DP, secure MPC, and optimizes network resilience. Compatible with major ML libraries and deployable via Docker or Conda.
Features
- Supports horizontal and vertical federated learning models
- Implements homomorphic encryption, differential privacy, MPC
- Optimized for high latency, packet loss, unstable network
- Can run with CPU, GPU, or hybrid nodes
- Integrates with PyTorch, TensorFlow, PaddlePaddle, JAX
- Easy deployment in Docker or Conda environments
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/xfl.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
