2023 Financial Industry Privacy Computing Joint Modeling Technology and Application Research Report

Mondo Finance Updated on 2024-01-29

What is shared today is:Industry Report: "2023 Financial Industry Privacy Computing Joint Modeling Technology and Application Research Report".

Content Producer: Beijing Fintech Industry Alliance).

Report total: 136 pages.

Featured Report**: Fruit Duck

Joint Modeling Concept**

1.The meaning of joint modeling

In recent years, along with the research and application of hot fields such as "data elementalization", "privacy and security", and multi-party computing, "joint modeling" has been emerging in front of all kinds of people and the public, however, there is no consistent and clear standard definition of "joint modeling" as a professional term.

Literally, "joint modeling" is an organic combination of two key words: "joint" and "modeling".

"Federation" means that multiple parties participate together, and it is the environment and condition for the completion of "modeling". "Multi-party participation" refers not only to the participation of "multi-party data", but also to the multiple constructors (including: data provider, data processor, data consumer and revenue side, data federal operator and management department) in the "modeling" process. Among them, the participation of "multi-party data" is the premise constraint of "joint modeling" and the core element of "joint modeling". Without the participation of "multi-party data", even if there are multiple construction implementers, it is mostly a division of labor and collaboration to solve problems in the project implementation and management process, such as resource gaps, professional capacity gaps, inefficiency gaps, and cooperative partner contractual relationships. By "multi-party data" we mean that the dataset for the "modeling" process must be made up of multiple datasets that belong to different "data ownerships". The integration and processing of data in different fields within the scope of the same data ownership should be included in the general discussion of "big data application" or "machine Xi modeling", and should not be the main research and discussion object of this report.

Report total: 136 pages.

Featured Report**: Fruit Duck

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