duration
float64
src_bytes
int64
dst_bytes
int64
wrong_fragment
int64
urgent
int64
hot
int64
num_failed_logins
int64
logged_in
int64
num_compromised
int64
root_shell
int64
count
int64
srv_count
int64
serror_rate
float64
same_srv_rate
float64
attack_type
string
is_attack
int64
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5,044
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2
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447
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429
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66,575
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0
3
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197
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0.708272
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11,231
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496
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0.14256
0.812866
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2
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375
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322
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139
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381
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450
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241
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223
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464
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221.890445
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289
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240
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151
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dos
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120
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162
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452
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normal
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216.378265
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55
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dos
1
0.964719
16,934
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2
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18
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0
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19
13
0.189979
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r2l
1
86.246056
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0
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3
1
1
0
0
284
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normal
0
187.927505
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0
2
0
0
1
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0
28
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normal
0
175.196614
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0
1
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1
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331
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normal
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238.035213
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0
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71
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normal
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12.467993
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0
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229
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normal
0
15.690547
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0
0
3
1
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0
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373
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normal
0
8.643957
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338
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normal
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273.75126
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373
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normal
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64.466637
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normal
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normal
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38.791487
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normal
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43.295858
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normal
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165.841717
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132.982667
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normal
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116.920767
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301
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dos
1
20.972255
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144
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dos
1
24.277916
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286
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99.171874
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163
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normal
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6.381243
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323
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normal
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146
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normal
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normal
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420
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normal
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323
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13.402466
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136
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dos
1
190.686339
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7.984832
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585.589062
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