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
0.795239
5,031,702
86,631
4
1
0
1
1
0
0
332
44
0.920408
0.403834
dos
1
8.679647
40,766
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1
1
7
1
153
82
0.087617
0.526594
u2r
1
48.941058
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41,096
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3
2
1
0
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366
76
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0.904343
normal
0
132.620362
15,799
45,228
0
2
3
0
0
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0
458
81
0.123335
0.150526
normal
0
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6,467,333
34,817
4
2
2
0
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439
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1
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376
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333
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322
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110
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18
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162
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2
0
2
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128
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405
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171
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0
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457
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275
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186.464449
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2
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0
138
3
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125.061793
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4
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0
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0
34
3
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33.293508
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206
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494
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12
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264
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229
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144
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423
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normal
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21.446015
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3
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1
13
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11.154531
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101
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normal
0
3.700608
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2
0
2
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473
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55.639111
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3
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0
75
22
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normal
0
20.523659
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0
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3
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0
395
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normal
0
0.544207
5,397
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3
0
1
16
1
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0
406
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1
13.842406
26,478
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0
2
2
1
1
0
0
78
15
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normal
0
246.884268
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2
4
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1
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0
167
70
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normal
0
3.959482
38,800
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4
2
7
0
0
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0
386
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probe
1
2.800488
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0
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4
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354
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normal
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329.60978
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22.742938
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33.445045
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3.840839
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219
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1
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480
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1
129.235025
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440
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114
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1
11.112651
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r2l
1
162.336083
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384
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