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

• Main Authors: DU JIFENG, SUN LILIN, LI SHENGLIN, XIE XIANG
• Format: Patent
• Language: Chinese; 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

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