Labels (traffic type)

Class 

R2L

DoS

U2R

Probe

Attacks

ftp_write

guess_passwd

httptunnel

imap

multihop

named

phf

sendmail

snmpgetattack

spy

snmpguess

warezmaster

warezclient

xlock

xsnoop

apache2

back

land

neptune

mailbomb

pod

processtable

smurf

teardrop

udpstorm

worm

buffer_overflow

loadmodule

perl

ps

rootkit

sqlattack

xterm

ipsweep

mscan

nmap

portsweep

saint

satan

Total

15

11

7

6

■ 39 attacks + normal traffic

■ Groups of attacks:

– Denial of Service (DoS)
– Remote to Local (R2L)
– User to Root (U2R)
– Probe

11