TIANJIN UNIVERSITY OF SCIENCE & TECHNOLOGY (20240256872). BLOCKCHAIN-BASED AI MODEL TRAINING METHOD
BLOCKCHAIN-BASED AI MODEL TRAINING METHOD
Organization Name
TIANJIN UNIVERSITY OF SCIENCE & TECHNOLOGY
Inventor(s)
BLOCKCHAIN-BASED AI MODEL TRAINING METHOD
This abstract first appeared for US patent application 20240256872 titled 'BLOCKCHAIN-BASED AI MODEL TRAINING METHOD
Original Abstract Submitted
a blockchain-based ai model training method is provided, comprising: building an original ai model according to features of data sets; randomly allocating participants in a training process proportionally into three categories: a model trainer, a model verifier and a model uploader, prior to start of each round of training of the original ai model; during each round of training, generating, by the model trainer and the model verifier, respective partial models of a current round; checking, by the model verifier, partial models generated by the model trainer through using partial models generated locally; aggregating, by the model uploader, all partial models passing the checking of the model verifier to obtain a global model of the current round, and packing the global model, checking results and all the partial models of the current round into a blockchain.