Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach

Qiqing Wang, Kaidi Yang

This paper proposes a privacy-preserving data fusion method for traffic state estimation (TSE). Unlike existing works that assume all data sources to be accessible by a single trus…