FEDERATED LEARNING METHOD AND APPARATUS, COMPUTER DEVICE, AND READABLE STORAGE MEDIUM

摘要

Provided are a federated learning method and apparatus, a computer device, and a readable storage medium. The federated learning method comprises: acquiring sample data and an identification code of the sample data; converting the sample data into a vector to obtain a vector representation of the sample data; encoding the vector representation to obtain an eigenvector of the sample data; and transmitting the eigenvector and the identification code to a data requesting end, such that the data requesting end looks up a label of the sample data on the basis of the identification code and implements federated learning model training on the basis of the eigenvector and the label. The present method increases the security of data during the process of federated learning.