Difference between revisions of "OpenMined"
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* [http://www.openmined.org Openmined] | * [http://www.openmined.org Openmined] | ||
| + | * [http://arxiv.org/abs/1811.04017 A generic framework for privacy preserving deep learning | T. Ryffel, A. Trask, M. Dahl, B. Wagner, J. Mancuso, D. Rueckert, & J. Passerat-Palmbach] | ||
* [[Machine Learning as a Service (MLaaS)]] | * [[Machine Learning as a Service (MLaaS)]] | ||
* [[Watch me Build a Cybersecurity Startup]] | * [[Watch me Build a Cybersecurity Startup]] | ||
Revision as of 10:20, 2 September 2019
Youtube search... ...Google search
- Openmined
- A generic framework for privacy preserving deep learning | T. Ryffel, A. Trask, M. Dahl, B. Wagner, J. Mancuso, D. Rueckert, & J. Passerat-Palmbach
- Machine Learning as a Service (MLaaS)
- Watch me Build a Cybersecurity Startup
- Cybersecurity
- Federated Learning
- Homomorphic Encryption
- Blockchain Smart Contracts
- Interplanetary File System (IPFS) - a framework that aims to replace the centralized architecture of the HTTP protocol of the internet with a more distributed approach
- Ethereum is a global, open-source platform for decentralized applications
- A New Business Model: Decentralized Ownership | Fonder Open Network - Medium
OpenMined a platform that merges cryptographic techniques such as Homomorphic Encryption and multi-party computation and Blockchain technology to create the ability to train Machine Learning (ML) models with private user data. OpenMined allows AI companies to develop models, have them trained on user data without compromising user privacy, and incentivize 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
Building SocketWorker
Programming OpenMined
