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Evaluation Metrics for Different Techniques.
| Framework | Accuracy (%) | Response Time (ms) | Cyberattack Detec-tion Rate (%) | Reliability (%) |
|---|---|---|---|---|
| AI-SGF | 96.8 | 250 | 98.9 | 96 |
| DeepBeliefNetwork (DBN) | 69 | 500 | 72 | 72.3 |
| Federated Intrusion Detection System (F IDS) | 85.4 | 400 | 89.2 | 85 |
| Blockchain-based SecurityFramework (BSF) | 81.2 | 480 | 87.5 | 83.1 |
| Machine Learning-based Intrusion Detection (ML- ID) | 77.8 | 460 | 79 | 76.4 |
