System for interconnecting secure multi-party computing and federated learning data

The invention discloses a system for interconnecting secure multi-party computing and federated learning data, which comprises a federated learning system and a secret sharing module imported and arranged in the federated learning system, and the secret sharing module is in communication connection...

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Bibliographic Details
Main Authors DU JIFENG, SUN LILIN, LI SHENGLIN, XIE XIANG
Format Patent
LanguageChinese
English
Published 22.07.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
PHYSICS
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Summary:The invention discloses a system for interconnecting secure multi-party computing and federated learning data, which comprises a federated learning system and a secret sharing module imported and arranged in the federated learning system, and the secret sharing module is in communication connection with a secure multi-party computing system; and the secret sharing module is used for realizing secret sharing of computing nodes in the secure multi-party computing system. The secret sharing module is imported and arranged in the federated learning system, the secret sharing module is used for achieving secret sharing of the computing nodes in the secure multi-party computing system, data interconnection between the secure multi-party computing system and the federated learning system is achieved, the secret sharing module can be imported and arranged in a plug-in and plug-out mode, and the secret sharing module is light in weight and convenient to use. Use is convenient and fast, the response period is short, an
Bibliography:Application Number: CN202210385053