OpenMined
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- Cybersecurity
- Federated Learning
- [homomorphic encryption]
- [blockchain smart contracts]
- IPFS
- Ethereum
OpenMined a platform that merges cryptographic techniques such as homomorphic encryption and multi-party computation and blockchain technology to create the ability to train ML models with private user data. OpenMined allows AI companies to develop models, have them trained on user data without compromising user privacy, and incentivise users to train their model. OpenMined is a community focused on building technology for decentralized ownership of data and AI. Data scientists can pay users directly for their data and train AI models in a decentralized way.
How Do We Democratize Access to Data?" | Siraj Raval
- OpenMined_demo - code for this video