Federated Learning Companies

OpenMined

Oxford, United States

OpenMined develops open-source tools and protocols for privacy-preserving machine learning, with a focus on enabling federated learning and secure multi-party computation. Their core innovation, Attribution-Based Control, aims to unlock access to previously siloed non-public data by allowing data owners to maintain control and receive attribution for its use in AI models. As a non-profit foundation, OpenMined is actively involved in initiatives like the National AI Research Resource (NAIRR) pilot, seeking to expand data access for research while upholding privacy standards.