Liping He

Blockchain-enabled verifiable federated learning with multi-dimensional incentive and dynamic consensus for privacy-sensitive domains

2026 · Discover Computing

Federated Learning (FL) has emerged as a core privacy-preserving paradigm to address data silos in privacy-sensitive domains. However, its practical deployment in heterogeneous cluster computing environments remains constrained by inherent challenges, including the trade-off between …