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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39,947
77,488
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0
2
1
1
0
0
113
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44,549
19,285
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1
4
1
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252
36
0.134978
0.723998
normal
0
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27,345
85,512
0
0
27
1
1
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108
85
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probe
1
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2
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246
41
0.635322
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dos
1
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846,918
29,610
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189
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1
80.192297
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270
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4
2
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2
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315
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420
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17
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142
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3
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384
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10
17
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probe
1
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2
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43
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normal
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115.573101
3,629
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0
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2
2
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237
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4
2
18
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206
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probe
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86
67
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normal
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1
1
2
0
0
0
128
18
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normal
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124.886126
39,217
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0
1
4
0
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237
53
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normal
0
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0
1
11
1
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256
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probe
1
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14
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451
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r2l
1
6.167919
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1
1
0
3
1
0
0
264
54
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r2l
1
170.50573
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102
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4
2
26
2
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245
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1
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164
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dos
1
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453
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normal
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1
1
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0
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0
290
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dos
1
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1
1
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321
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normal
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normal
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77
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normal
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154
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normal
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0
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46
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normal
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21.202124
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normal
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162
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normal
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235
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1
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normal
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435
32
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normal
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122.747407
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0
1
3
1
0
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0
294
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normal
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11.895448
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0
0
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2
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0
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150
38
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dos
1
428.670602
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0
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3
2
0
0
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412
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normal
0
922.01585
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0
1
3
0
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0
55
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normal
0
4.594586
12,354
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4
0
22
1
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74
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probe
1
142.704706
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0
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1
1
1
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340
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normal
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48.850397
7,584
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0
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3
2
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111
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normal
0
139.948792
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0
2
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140
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normal
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2
0
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probe
1
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probe
1
24.589837
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normal
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3
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1
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329
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1
16.20948
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dos
1
44.399518
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374
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u2r
1
80.064826
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300
8
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normal
0
9.1474
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1
2
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2
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364
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dos
1
80.337755
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2
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465
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normal
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187.231088
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1
1
1
1
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194
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normal
0
38.539823
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0
2
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193
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normal
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14.064103
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0
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42
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probe
1
0.931855
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u2r
1
19.750771
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2
1
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1
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0
143
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dos
1
47.769757
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268
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normal
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0.955031
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dos
1
101.179813
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225
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normal
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491
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184
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normal
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442
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normal
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normal
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u2r
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r2l
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normal
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normal
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normal
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u2r
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normal
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r2l
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normal
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normal
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normal
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