Network Intrusion Detection Based on Sparse Autoencoder and IGA-BP Network

Table 2

Results of independent intrusion experiment.

Intrusion type	Normal	Intrusion	AC%	FA%
Back	2800	200	95.59	1.13
guess_passwd	2800	00	95.83	1.15
ipsweep	2800	200	98.49	1.14
Neptune	2800	200	99.53	1.04
Smurf	2800	200	95.68	1.09
portsweep	2800	200	99.72	1.01