Table 3 Dataset for classification

101

spambot malicious download

45912

68.91.226.37

80

172.28.194.173

59594

102

spam bot

45917

172.28.194.173

0

77.91.104.22

80

103

spam bot

45918

172.28.194.173

0

66.200.1.1

25

104

spam bot

45919

172.28.194.173

0

64.180.1.1

25

105

spa m bot

45920

172.28.194.173

0

24.145.1.1

25

106

spam bot

45921

172.28.194.173

0

70.98.1.1

25

107

out2in dns

45922

255.255.255.255

0

255.255.255.255

53

108

compromised_server

45923

172.28.108.88

0

255.255.255.255

53

109

compromised_server

45924

172.28.188.34

0

255.255.255.255

53

110

compromised_server

45925

172.28.18.49

0

255.255.255.255

53

111

compromised_server

45926

172.28.193.152

0

255.255.255.255

53

112

compromised_server

45927

172.28.154.191

0

255.255.255.255

53

113

compromised_server

45928

172.28.140.128

0

255.255.255.255

53

114

compromised_server

45929

172.28.105.141

0

255.255.255.255

53

11–5

compromised_server

45930

172.28.117.175

0

255.255.255.255

53

116

compromised_server

45931

172.28.151.92

0

255.255.255.255

53

117

compromised_server

45932

172.28.186.148

0

255.255.255.255

53

118

failed attack exploit/Hs-asp-overflow

45933

25.178.184.105

0

172.28.20.14

80

119

failed attack exploit/ifs-asp-overflow

45934

25.178.184.105

0

172.28.128.124

80

120

ddos

45937

19.202.221.71

0

172.28.4.7

80

1211

spambot client compromise

45938

201.89.32.16

80

172.28.11.150

57885

122

spambot malicious download

45939

68.91.226.37

80

172.28.11.150

60,695

123

spambot client compromise

45940

201.89.32.16

80

172.28.131.186

49207

124

spam bot

45941

172.28.11.150

0

77.91.104.22

80

125

spambot malicious download

45942

68.91.226.37

80

172.28.131.186

46722

126

spam bot

45943

172.28.11.150

0

66.200.1.1

25

127

spam bot

45944

172.28.11.150

0

64.180.1.1

25