Research Article
Intrusion Detection System to Advance Internet of Things Infrastructure-Based Deep Learning Algorithms
Table 8
Results of the proposed system for the validation phase.
| ā | Precision (%) | Sensitivity (%) | Specificity (%) | F1-score (%) | Accuracy (%) | Time (second) |
| CNN | 98.40 | 99.0 | 77.20 | 98.70 | 96.60 | 80 | LSTM | 98.0 | 99.70 | 71.60 | 98.90 | 98.20 | 160 | CNN-LSTM | 98.40 | 99.20 | 77.40 | 98.80 | 98.0 | 80 |
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