Intrusion Detection for Cyber-Physical Security System Using Long Short-Term Memory Model

Table 1

Comparison with the state of arts for binary classification.

Reference	Method	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
Yin et al. [10]	RNN	83.28	—	—	—
Ait Tchakoucht and Ezziyyani [11]	RNN-MLESM	83.00	—	—	—
Imrana et al. [14]	BiDLSTM	94.26	99.05	90.79	94.74
Rajesh Kanna and Santhi [16]	OCNN-HMLSTM	90.67	86.71	95.19	91.46
This work	Multilayer LSTM	95.00	95.00	95.00	95.00