Power Intelligent Terminal Intrusion Detection Based on Deep Learning and Cloud Computing

Table 7

BP network detection rate comparison with other optimization methods [30].

Detection method	Connection record
	Normal record	Attack record				Detection rate (%)			Detection time (s)
		Dos	Probe	U2R	R2L
	835	500	200	15	100	Rc	Rw	Rl
BP	789	462	169	8	76	91.15	5.51	12.23	19.84
POS-BP	817	491	178	10	87	95.94	2.23	6.01	21.09
GA-BP	823	487	185	11	89	96.67	1.47	5.33	20.18
DBN-BP	826	496	189	10	93	97.82	1.13	3.36	21.25