Table 2.

All types of attacks in the KDD Cup.

Attacks in datasets	Type of attacks in KDD Cup
DoS	Back, Land, Neptune, Pod, Smurf, Teardrop, Mailbomb, Processtable, Udpstor m, Apache2, Worm
Probe	Satan, IPsweep, Nmap, Portsweep, Mscan, Sa int
R2L	Guess_password, Ftp_write, Imap, Phf, Multihop, Warezmaster, Xlock, Xsnoop, Snmpgue, ss, Snmpgetattack, Httptunnel, Sendmail, Named
U2R	Buffer_overflow, Loadmodule Rootkit, Perl, Sqlattack, Xterm, Ps
Attacks in datasets	Type of attacks in NSL-KDD
DoS	Back, Land, Neptune, Pod, Smurf, Teardrop, Mailbomb, Processtable, Udpstor m, Apache2,Worm
Probe	Satan, IPsweep, Nmap, Portsweep, Mscan, Saint
R2L	Guess_password, Ftp_write, Imap, Phf, Multihop, WarezmasterXlock, Xsnoop, Snmpgue, ss, Snmpgetattack, Httptunnel, Sendmail, Named
U2R	Buffer_overflow, Loadmodule Rootkit, Perl, Sqlattack, Xterm, Ps