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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33,572
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3
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0
14
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10,060
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125
26
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normal
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0
0
2
0
0
0
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472
61
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0.388129
normal
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3.827399
5,145,288
7,579
4
0
3
0
0
0
0
38
54
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124.66864
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dos
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344
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0.000132
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r2l
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3.195207
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22
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4
1
1
8
1
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140
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2
17
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203
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1
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2
2
0
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369
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3
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93
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1
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2
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131
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7.857012
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0
1
3
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0
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68
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dos
1
13.462908
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3
2
4
0
1
2
1
275
24
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u2r
1
68.672023
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0
35
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normal
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34.277274
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0
0
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1
1
0
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396
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normal
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147.020745
22,955
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1
2
0
1
0
0
330
33
0.118639
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normal
0
20.679842
47,141
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2
0
2
9
1
0
0
10
56
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r2l
1
5.661116
127,442
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4
2
4
1
1
0
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394
49
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dos
1
5.323269
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3
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1
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0
209
80
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dos
1
13.342162
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1
2
0
0
0
215
33
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0
376.625603
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0
2
3
1
1
0
0
399
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normal
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423.44546
44,458
70,246
0
0
3
0
1
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0
13
23
0.103044
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normal
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276.017773
20,231
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0
0
2
1
1
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0
15
6
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normal
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0.312669
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16
2
0
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136
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probe
1
13.799003
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2
2
2
1
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0
199
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dos
1
14.221045
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464
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1
30.59974
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2
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1
486
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23.060714
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153
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normal
0
9.084636
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4
2
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2
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0
375
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1
5.583376
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321
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r2l
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4.014227
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1
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0
60
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1
40.559212
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1.795512
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1
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41
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normal
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138.427842
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0
0
3
0
1
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157
17
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normal
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1.104339
28,340
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0
2
1
13
1
0
0
259
38
0.083427
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r2l
1
6.472215
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1
4
2
0
0
0
156
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normal
0
334.493689
33,610
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0
0
4
0
1
0
0
343
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normal
0
2.288135
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0
1
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335
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normal
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89.150214
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0
2
4
2
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50
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0.017454
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normal
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149.775103
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2
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0
416
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normal
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155.068003
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0
2
2
2
0
0
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409
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normal
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3.488666
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0
1
4
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0
404
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normal
0
236.888658
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0
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72
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normal
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1.735002
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normal
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1
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probe
1
4.590517
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10
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normal
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82.543168
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2
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208
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normal
0
13.862423
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451
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probe
1
148.195279
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normal
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51.731927
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115.068747
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146
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dos
1
14.266125
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normal
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4
2
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4.659435
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normal
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271
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normal
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157.972245
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301
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normal
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319
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normal
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normal
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