OpenMined - Secondary Collective
We want to make the world privacy-preserving. Your donations help us get there faster by sponsoring open-source development, education, and reseearch
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Industry standard tools for artificial intelligence have been designed with several assumptions: data is centralized into a single compute cluster, the cluster exists in a secure cloud, and the resulting models will be owned by a central authority. We envision a world in which we are not restricted to this scenario - a world in which AI tools treat privacy, security, and multi-owner governance as first class citizens.
With OpenMined, an AI model can be governed by multiple owners and trained securely on an unseen, distributed dataset.
The mission of the OpenMined community is to create an accessible ecosystem of tools for private, secure, multi-owner governed AI. We do this by extending popular libraries like TensorFlow and PyTorch with advanced techniques in cryptography and private machine learning.