Table 8 Comparative analysis of proposed B-FCTNN_SRSO method with existing methods.
Method | Computational Complexity | Security & Robustness | Scalability | Blockchain Integration Efficiency |
|---|---|---|---|---|
GANs | High | Moderate | Moderate | Limited |
RNNs | High | Moderate | Low | Limited |
Hybrid Federated Learning | High | High | High | Moderate |
Proposed B-FCTNN_SRSO | Low | High (Blockchain-secured authentication) | High | Highly efficient (Smart contract-based access control) |
