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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38,649
64,713
0
2
1
0
1
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0
287
31
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29,271
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3
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36,074
51,887
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1
4
0
1
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266
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2
10
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132
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1
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52
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normal
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1
3
2
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146
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normal
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38,708
54,018
0
0
2
0
0
6
1
214
11
0.051396
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u2r
1
77.33529
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1
4
2
0
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307
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normal
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642.834603
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2
3
0
1
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133
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0.03033
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normal
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79.274024
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14,913
0
2
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183
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normal
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54.49281
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0
4
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464
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normal
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26.329268
5,721
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3
2
3
8
0
0
0
76
2
0.170861
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1
26.681373
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2
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298
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10.261539
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0
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3
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34
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41
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normal
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325
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1
1.679125
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1
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259
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1
55.091418
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288
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2
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2
1
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0
300
69
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normal
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2
0
21
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188
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1
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65
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normal
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130
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normal
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34,008
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0
3
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227
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130.07524
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normal
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0.319032
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4
1
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58
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28.213915
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normal
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96.992431
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440
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normal
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77.469943
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1
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323
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normal
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18.775918
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472
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normal
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52.034058
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0
1
3
2
1
0
0
101
29
0.016839
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normal
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57.127844
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0
1
3
1
0
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0
408
23
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normal
0
405.230593
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0
0
3
1
1
0
0
151
97
0.049224
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normal
0
1.532758
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0
1
17
0
1
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278
13
0.144537
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probe
1
3.002833
48,479
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2
0
0
5
0
0
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322
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0.096504
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r2l
1
219.621831
838
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2
2
0
0
0
0
13
48
0.011051
0.05951
normal
0
132.985507
14,283
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0
1
3
0
1
0
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265
81
0.044026
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normal
0
233.719574
23,971
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0
2
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0
0
0
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407
33
0.192629
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normal
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5.609757
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0
2
1
1
1
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281
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normal
0
14.783617
4,463,750
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1
0
2
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470
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137.396403
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361
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normal
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175
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normal
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1
41.626131
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normal
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38.239485
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212
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normal
0
30.29269
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180
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normal
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42.02776
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297
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normal
0
72.330394
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1
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normal
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7.716944
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1
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424
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dos
1
0.613906
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28
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dos
1
180.332431
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41
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normal
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15.670564
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1
53.811196
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334
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normal
0
3.083017
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4
1
1
1
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1
5.935028
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6
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4.486155
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2
1
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406
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probe
1
7.871794
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3
0
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probe
1
135.145058
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224
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r2l
1
12.689665
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dos
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21.530977
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169.613126
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1
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