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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1
24
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333
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15
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normal
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488
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23.734572
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360
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311
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normal
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388
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normal
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44.398067
26,834
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74
42
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normal
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81.502459
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449
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normal
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1
7.066616
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469
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168
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354
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101
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normal
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217
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normal
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198
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normal
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102
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424
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normal
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normal
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10.241312
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3
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7
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1
125.131967
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normal
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1.192394
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304
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1
55.896882
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29
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normal
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27.255772
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2
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47
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normal
0
142.346162
25,913
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0
2
3
2
1
0
0
2
19
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normal
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33.404839
31,260
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2
0
19
2
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132
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0.1634
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probe
1
6.514328
9,583,587
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0
2
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1
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0
337
36
0.746057
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dos
1
10.006134
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0
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0
2
1
0
0
183
19
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normal
0
29.226317
27,835
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0
2
2
1
0
0
0
405
22
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normal
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10.982434
771
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0
2
4
1
1
0
0
67
37
0.002535
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normal
0
38.923085
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249
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normal
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21.839799
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2
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363.746243
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normal
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50.97766
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normal
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277
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normal
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normal
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21.39332
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normal
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3.598099
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1
0.695486
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242
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1
595.328551
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488
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normal
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2.204655
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220
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dos
1
78.585891
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199
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normal
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44.248789
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273
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normal
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