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Advances, Systems and Applications

Table 2 Dataset data distribution

From: NIDD: an intelligent network intrusion detection model for nursing homes

Attack Name

Quantity

Attack Type

Warezmaster

40,287

R2L

Warezclient

113,079

R2L

Teardrop

30,742

Dos

Spy

21,445

R2L

Smurf

48,042

DoS

Satan

91,893

Probe

Rootkit

65,086

U2R

Portsweep

85,694

Probe

Pod

96,906

Dos

Phf

117,608

R2L

Perl

69,147

U2R

Normal

72,910

 

Nmap

3168

Probe

Neptune

112,950

Dos

Multihop

102,107

R2L

Loadmodule

113,266

U2R

Land

52,662

DoS

Ipsweep

51,080

Probe

Imap

12,291

R2L

Guess_passwd

71,108

R2L

Ftp_write

2294

R2L

Buffer_overflow

69,476

U2R

Back

52,211

DoS