Technological Changes Associated with You and Me Brought by Privacy-preserving Computation.(Part.3 )

Technological Changes Associated with You and Me Brought by Privacy-preserving Computation.(Part.3 )

Continued from above

Click to read Part2:Information Network to Computing Network

Single-party to multi-party computation

As an object of calculation, “data” itself has a very unique property that is different from traditional factors of production. In addition to what you see is what you get in plain text, there are some public attributes of “nature”.

Specifically, data from a single source is actually not sufficient and sufficient in credibility and value, and data that can truly create value continuously should have the characteristics of multi-source, multi-dimensional and multi-party continuous operation.

Therefore, in a digital society where data is the basic production factor, data-oriented analysis and calculation must not be limited to the supply of a single source.

A self-driving AI, for example, must cover the full scene, full road conditions, and multiple sources under the full rule of “feeding” data for its training facility. It can be simply understood that the AI trained through Area A’s open road-based driving data must not apply to Area B’s self-driving in complex road conditions.

If the data owned by Area A and Area B has data ownership control problem, then a self-driving AI trained from a single source of data will not be available because of its own limited data supply, or it will need to find a way to train the data for Area A and Area B in conjunction without disclosing the data.

In the case of the common attribute in the core nature of the data, the value of the data needs to be realized by the cooperation between various parties. So the data-oriented computation can not be realized by the centralized single-party computation as before but should be output by the multi-party calculation in ciphertext state in the case that the data from multiple sources do not leave the local area.

Continued from next article.Part.4:

Click to read: Internet Slave Workers to Internet Citizenship

About the LatticeX Foundation
The Singapore Lattice Foundation with the vision of returning data sovereignty to users, protecting data privacy and realizing data value exchange through complex computing, aims to build a fully decentralized computing interoperability network to promote transactions of data use rights while protecting data sovereignty and privacy. In order to realize LatticeX vision, it also provides all kinds of academic research, cultivates and manages all kinds of applications and provides financial support for high-quality projects. The LatticeX Foundation is a major supporter and promoter of the distributed privacy AI network PlatON and the financial network Alaya.

This article is reproduced from https://medium.com/platon-network/technological-changes-associated-with-you-and-me-brought-by-privacy-preserving-computation-part-3-d715d2e99ff8

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