Table 4 Type of attacks available in NSL-KDD [3]
From: Anomaly detection optimization using big data and deep learning to reduce false-positive
Attack type | Attack name |
|---|---|
DoS | Back, Land, Neptune, Pod, Smurf, Teardrop, Mailbomb, Processtable, Udpstorm, Apache2, Worm |
R2L | Guess_password, Ftp_write, Imap, Phf, Multihop, Warezmaster, Xlock, Xsnoop, Snmpguess, Snmpgetattack, Httptunnel, Sendmail, Named |
U2R | Buffer_overflow, Loadmodule, Rootkit, Perl, Sqlattack, Xterm, Ps |
Probe | Satan, IPsweep, Nmap, Portsweep, Mscan, Saint |
Normal | Normal |
Unknown | Unknown |