Network Intrusion Detection Based on an Improved Long-Short-Term Memory Model in Combination with Multiple Spatiotemporal Structures

Table 3

Comparison analysis.

Models	Accuracy (ACC)	DR	FNR	FPR
ResNet	91.36	1.35	0.25	0.27
LeNet	92.18	1.98	0.42	0.19
LSTM	97.22	2.25	023	0.22
IRES	96.25	3.59	0.28	0.25
Proposed	98.76	0.76	0.17	0.12