S. D'Antonio

EigenFL: An EigenLayer-Restaked Blockchain Solution for Secure Federated Learning

Federated Learning (FL) enables collaborative model training while preserving data privacy by keeping data decentralized. However, traditional FL architectures suffer from critical trust issues, including vulnerability to model poisoning attacks, a lack of incentives for honest participation, and the inability to verif...