An open-source platform that accelerates the research, development, and deployment of decentralized data science
What is CoLearn.Dev
Data collaboration is a common need in many fields: finance, health care, cybersecurity... However, protecting security and privacy in decentralized data collaborations can be challenging. Running certain types of computations without sharing the original data input across different participants often requires complicated system and protocol design, not to mention implementation and deployment obstacles.
To design a privacy-preserving system, you need to at least have the abstraction for user authentication, access control, network communication, storage... for a start.
To design a privacy-preserving protocol, you need to understand the basics of security, privacy, cryptographic building blocks...
CoLearn.Dev is an open-source platform that accelerates the research, development, and deployment of decentralized data science. CoLearn provides flexible programming abstractions (user, storage, computation) and tools (SDKs, server implementation, data registry, protocol inventory) to help developers explore existing privacy-preserving technologies and also build new solutions that are reusable by others.