Substra is a framework offering distributed orchestration of machine learning tasks among partners while guaranteeing secure and trustless traceability of all operations. It enables privacy-preserving federated learning projects, where multiple parties collaborate on a Machine Learning objective while each one keeps their private datasets behind their own firewall.

Machine Learning objective while each one keeps their private datasets behind their own firewall.

Substra is an incubation-stage project of the LF AI & Data Foundation.

Contributed by: OWKIN in March 2021