Cross-Trust Domain Collaborative Federated Learning for IoV via Multi-Group Fully Homomorphic Encryption
A hybrid privacy-preserving scheme that integrates Threshold Fully Homomorphic Encryption (ThFHE) and Multi-Key Fully Homomorphic Encryption (MKFHE) and effectively achieves collaborative model training while maintaining security at the privacy protection level and supporting seamless vehicle mobility is proposed.