2024
FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
NeurIPS 2024poster
Standard federated learning (FL) approaches are vulnerable to the free-rider dilemma: participating agents can contribute little to nothing yet receive a well-trained aggregated model. While prior mechanisms attempt to solve the free-rider dilemma, none have addressed the issue of truthfulness. In p…