Data Overvaluation Attack and Truthful Data Valuation in Federated Learning

Shuyuan Zheng, Sudong Cai, Chuan Xiao +4

In collaborative machine learning (CML), data valuation, i.e., evaluating the contribution of each client's data to the machine learning model, has become a critical task for incen…