Network Intrusion Detection Method Based on FCWGAN and BiLSTM

Table 7

Detection accuracy under the influence of different noise levels.

Dataset	Noise level
	0	0.02	0.04	0.06	0.08
NSL-KDD	99.57 ± 0.21	99.55 ± 0.22	99.45 ± 0.22	98.88 ± 0.24	98.27 ± 0.25
UNSW-NB15	85.59 ± 0.27	85.53 ± 0.29	85.28 ± 0.30	84.71 ± 0.31	84.15 ± 0.33