Initiative profile

SyftBox

Live

Open-source protocol for privacy-preserving AI and analytics across distributed datasets without centralizing the underlying data.

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Website
openmined.org/syftbox
Latest update
Nov 11, 2025 syft-flwr release demonstrates active federated learning workflows on SyftBox
Primary approach
New infrastructure
Pipeline
Train / Retrieve

What it is

SyftBox is OpenMined’s protocol layer for running computation on distributed data while keeping the source data in place. It is relevant here because it offers a practical path for AI collaboration where data holders keep custody, approvals, and auditability instead of shipping raw datasets to a central buyer.

Evidence trail