Federated Learning, High-Performance

Velocity-FL

Rust-core federated learning orchestration

A federated learning runtime with a Rust aggregation core and a Python-first interface. Eight paper-cited aggregation algorithms (FedAvg, FedProx, Krum, Bulyan, Geometric Median, and more), round-level and data-pipeline attack simulation, and aggregation kernels measured at ~92× the speed of pure Python.

Built with Rust, PyO3, Python

Contributors

  • AJ Barea

    RIT PhD Researcher · Sphragis · Pharos · Phalanx-FL