SoterOne is a blockchain ecosystem enabling businesses to perform data federation with privacy protection via MPC, differential privacy, and machine learning.

Privacy Protection | A New Multi-Party Computation with Secret Sharing (MPC-SS) Scheme

17 Mar 2021 2 minute read 0 comments SoterOneChain

The current vertical federated logistic regression uses homomorphic encryption (HE) to handle the privacy issues when multiple data owners share the data to train one model. However, homomorphic encryption cannot fully solve the privacy problem, bec...

SoterOne Weekly Progress Report

12 Mar 2021 1 minute read 0 comments SoterOneChain

SoterOne will provide weekly progress reports in multi-languages for our global users

SoterOne’s Distributed Management Systems

10 Mar 2021 5 minute read 0 comments SoterOneChain

SoterOne uses a new distributed management system to coordinate the federated learning process within SoterOne ecosystem, which we call “SoterOne Service”. In this patent, we introduce the details and innovation of the SoterOne Service. 1. Federat...

SoterOne — The Rise of the Polkadot Ecological Leading Project

8 Mar 2021 2 minute read 0 comments SoterOneChain

Privacy protection is the core of Web3.0 and the core vision of blockchain development. General data has the characteristics of being copied. Therefore, for private information, the general practice now is not to share without permission. However, s...

How Does SoterOne Achieve Privacy Preserving and Data Federation by Machine Learning ?

3 Mar 2021 3 minute read 0 comments SoterOneChain

In the era of mobile internet,big data has became “the one who knows you most”. With more and more privacy leakage incidents occur so frequently, the problem of privacy data abuse has aroused widespread concern. How to protect our privacy while sha...

Blockchainization of Privacy Protection: who will be the king in this area?

2 Mar 2021 7 minute read 0 comments SoterOneChain

With the rapid development of the Internet, big data privacy has become an inevitable topic in our daily lives. No matter whether we choose or not, we all have stepped into the era of data explosion. Every element in our lives, such as food, clothing...