Historical Feature Pattern Extraction Based Network Attack Situation Sensing Algorithm

Table 3

Prediction effects of network attack situation.

	𝜉	𝜀𝜙	𝐸𝑟	𝐸std
HFPE	1.2×10^2	0.930	2.49	0.09
	1.2×10^3	0.980	1.75	0.09
	1.0×10^6	0.998	1.88	0.09
ARMA	1.2×10^2	—	32.96	0.15
GM(1,1)	1.2×10^2	—	49.32	0.20
	1.2×10^3	—	51.06	0.18
RBFNN	1.2×10^2	—	27.87	0.23