Online Cyber-Attack Detection in the Industrial Control System: A Deep Reinforcement Learning Approach

Table 2

Summary of the results in different algorithm on gas pipeline dataset.

Data size	Accurate	Precision	Recall	F1 score
DT [26]	0.86	0.92	0.68	0.72
DNN [26]	0.84	0.90	0.63	0.67
RF [26]	0.83	0.91	0.62	0.66
DNNDT [26]	0.96	0.95	0.94	0.94
NB [27]	0.90	0.82	0.77	0.86
LSTM [28]	0.92	0.94	0.78	0.85
SVM [29]	0.92	0.78	0.94	0.85
CAE [30]	0.86	0.88	0.86	0.84
ICSDQN	1.00	1.00	1.00	1.00