Industrial Control Intrusion Detection Approach Based on Multiclassification GoogLeNet-LSTM Model

Table 3

Results of control tests.

Parameters	ACC (%)	FPR (%)	MR (%)
Time step = 20, learning rate = 0.01	97.97	1.33	4.56
Time step = 20, learning rate = 0.05	97.15	2.87	2.77
Time step = 20, learning rate = 0.10	97.13	2.64	3.72
Time step = 50, learning rate = 0.01	97.87	1.45	4.60
Time step = 50, learning rate = 0.05	97.88	2.13	2.08
Time step = 50, learning rate = 0.10	97.56	2.37	2.69
Time step = 80, learning rate = 0.01	97.03	2.68	3.98
Time step = 80, learning rate = 0.05	97.01	3.12	2.52
Time step = 80, learning rate = 0.10	97.11	2.88	2.92