Peer-to-peer data science and AI via channels your organization already trusts (Google Workspace, Microsoft 365, etc.)

PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.

End-to-end encrypted communication and file synchronization for SyftBox using the Signal protocol

Offline Capable, Easy and Secure Federated Learning and Computations with Flower and SyftBox

Remote Data Science (RDS) with SyftBox File-syncing Protocol

Syft Monorepo

The internet of private data

Synthetic Data Generator for BioVault