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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12,360
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269
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21,460
17,928
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271
13
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16,029
24,484
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1
4
2
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308
42
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107
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168
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1
3
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1
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191
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6.37463
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2
7
0
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106
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183.12326
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1
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177
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284.096897
35,510
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2
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167
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15.400369
44,290
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2
2
23
2
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424
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1
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31
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20.954801
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22
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369
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1
256.285622
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401
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114.947783
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493
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2
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376
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4.475486
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1
25
1
1
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422
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432
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223
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175
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301
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327
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429
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276
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64
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330
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261
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normal
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144.626292
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238
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normal
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45.319325
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464
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normal
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170.065048
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437
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normal
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10.310649
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1
3
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109
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normal
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113.867391
40,610
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137
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normal
0
34.718912
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176
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normal
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4.363953
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1
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287
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51.444956
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1
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239
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normal
0
109.466897
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1
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0
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491
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normal
0
272.273655
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0
4
2
1
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323
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normal
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10.618031
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171
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3.678074
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429
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1
147.089085
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385
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normal
0
103.95693
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242
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normal
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19.023361
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2
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410
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probe
1
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411
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normal
0
4.284035
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255
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21.374486
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normal
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55.250975
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174
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normal
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10.773113
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3
1
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224
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1
0.424934
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2
2
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6
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370
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u2r
1
12.782549
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1
4
2
1
0
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383
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dos
1
206.952125
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probe
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120.63066
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probe
1
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410
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probe
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