Intrusion Detection System to Advance Internet of Things Infrastructure-Based Deep Learning Algorithms

Table 8

Results of the proposed system for the validation phase.

	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