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
| 89,048
| 3
| 0
| 2
| 1
| 1
| 7
| 1
| 153
| 82
| 0.087617
| 0.526594
|
u2r
| 1
|
48.941058
| 12,377
| 41,096
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 366
| 76
| 0.119477
| 0.904343
|
normal
| 0
|
132.620362
| 15,799
| 45,228
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 458
| 81
| 0.123335
| 0.150526
|
normal
| 0
|
4.774335
| 6,467,333
| 34,817
| 4
| 2
| 2
| 0
| 1
| 0
| 0
| 439
| 45
| 0.836704
| 0.12761
|
dos
| 1
|
96.919913
| 3,849
| 33,624
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 317
| 61
| 0.030747
| 0.049144
|
normal
| 0
|
57.35761
| 4,846
| 61,937
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 183
| 72
| 0.065045
| 0.863825
|
normal
| 0
|
52.098013
| 12,681
| 50,295
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 376
| 72
| 0.022502
| 0.238189
|
normal
| 0
|
5.408737
| 1,591,509
| 2,837
| 3
| 2
| 3
| 2
| 1
| 0
| 0
| 333
| 72
| 0.617575
| 0.487082
|
dos
| 1
|
1.737109
| 1,358,339
| 32,120
| 4
| 1
| 0
| 0
| 0
| 0
| 0
| 322
| 30
| 0.74052
| 0.28594
|
dos
| 1
|
188.183207
| 42,499
| 97,220
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 177
| 2
| 0.100649
| 0.98533
|
normal
| 0
|
39.513379
| 37,145
| 32,688
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 110
| 77
| 0.184392
| 0.819661
|
normal
| 0
|
0.476353
| 27,644
| 90,260
| 4
| 1
| 2
| 8
| 1
| 0
| 0
| 18
| 52
| 0.025801
| 0.670841
|
r2l
| 1
|
294.860825
| 37,755
| 39,753
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 354
| 38
| 0.048824
| 0.906368
|
normal
| 0
|
83.238694
| 8,203
| 35,034
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 308
| 62
| 0.097367
| 0.248613
|
normal
| 0
|
50.608173
| 13,054
| 32,733
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 162
| 70
| 0.104768
| 0.285152
|
normal
| 0
|
5.514959
| 9,397,518
| 88,246
| 2
| 0
| 2
| 0
| 1
| 0
| 0
| 128
| 68
| 0.966587
| 0.799195
|
dos
| 1
|
271.876428
| 13,113
| 59,907
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 405
| 26
| 0.044003
| 0.232934
|
normal
| 0
|
114.594549
| 23,991
| 8,761
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 171
| 34
| 0.043894
| 0.619975
|
normal
| 0
|
109.446508
| 4,548
| 82,117
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 457
| 31
| 0.141633
| 0.718803
|
normal
| 0
|
55.540175
| 8,768
| 3,445
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 275
| 11
| 0.138253
| 0.369872
|
normal
| 0
|
186.464449
| 28,241
| 54,714
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 138
| 3
| 0.17229
| 0.712872
|
normal
| 0
|
125.061793
| 21,812
| 10,948
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 34
| 3
| 0.032775
| 0.062109
|
normal
| 0
|
33.293508
| 5,294
| 61,350
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 206
| 52
| 0.156534
| 0.407191
|
normal
| 0
|
91.523794
| 30,649
| 88,423
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 52
| 1
| 0.103508
| 0.747407
|
normal
| 0
|
56.245925
| 47,490
| 54,656
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 494
| 46
| 0.063601
| 0.530861
|
normal
| 0
|
0.661197
| 5,450
| 23,649
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 448
| 6
| 0.177448
| 0.706362
|
normal
| 0
|
52.883643
| 5,796
| 23,855
| 0
| 1
| 1
| 12
| 1
| 0
| 0
| 264
| 86
| 0.133924
| 0.555102
|
r2l
| 1
|
6.29907
| 32,114
| 8,903
| 1
| 0
| 15
| 1
| 0
| 0
| 0
| 229
| 75
| 0.126124
| 0.349086
|
probe
| 1
|
71.325705
| 36,525
| 29,716
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 417
| 56
| 0.119845
| 0.27791
|
normal
| 0
|
6.833799
| 751,681
| 74,654
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 98
| 26
| 0.598285
| 0.472271
|
dos
| 1
|
41.868568
| 33,136
| 61,113
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 144
| 61
| 0.125463
| 0.278586
|
normal
| 0
|
5.281509
| 45,456
| 28,950
| 1
| 1
| 0
| 19
| 1
| 0
| 0
| 448
| 87
| 0.18892
| 0.468286
|
r2l
| 1
|
581.687414
| 25,697
| 81,866
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 205
| 70
| 0.085818
| 0.371961
|
normal
| 0
|
52.48902
| 32,957
| 57,551
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 359
| 38
| 0.189071
| 0.161921
|
normal
| 0
|
20.12955
| 34,793
| 62,214
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 27
| 95
| 0.124648
| 0.70654
|
normal
| 0
|
95.089858
| 29,131
| 71,039
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 423
| 47
| 0.038352
| 0.201866
|
normal
| 0
|
21.446015
| 13,711
| 67,888
| 3
| 1
| 1
| 13
| 1
| 0
| 0
| 417
| 22
| 0.064828
| 0.987224
|
r2l
| 1
|
11.154531
| 30,208
| 84,695
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 225
| 3
| 0.107674
| 0.930724
|
normal
| 0
|
5.147665
| 36,115
| 41,951
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 4
| 56
| 0.020122
| 0.972217
|
normal
| 0
|
2.314711
| 17,632
| 55,036
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 101
| 26
| 0.1388
| 0.581691
|
normal
| 0
|
3.700608
| 8,622,385
| 36,194
| 2
| 0
| 2
| 1
| 1
| 0
| 0
| 473
| 66
| 0.906836
| 0.114589
|
dos
| 1
|
55.639111
| 16,341
| 59,422
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 75
| 22
| 0.113854
| 0.972406
|
normal
| 0
|
20.523659
| 9,894
| 8,316
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 395
| 57
| 0.133747
| 0.187203
|
normal
| 0
|
0.544207
| 5,397
| 45,486
| 3
| 0
| 1
| 16
| 1
| 0
| 0
| 406
| 28
| 0.185256
| 0.662487
|
r2l
| 1
|
13.842406
| 26,478
| 17,244
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 78
| 15
| 0.039344
| 0.00438
|
normal
| 0
|
246.884268
| 8,296
| 1,314
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 167
| 70
| 0.178898
| 0.810463
|
normal
| 0
|
3.959482
| 38,800
| 70,090
| 4
| 2
| 7
| 0
| 0
| 0
| 0
| 386
| 96
| 0.008517
| 0.527059
|
probe
| 1
|
2.800488
| 26,840
| 99,361
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 354
| 21
| 0.134369
| 0.27065
|
normal
| 0
|
329.60978
| 35,929
| 81,741
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 11
| 25
| 0.142206
| 0.117529
|
normal
| 0
|
36.808444
| 49,682
| 60,230
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 312
| 85
| 0.074776
| 0.766959
|
normal
| 0
|
22.742938
| 7,435,500
| 25,936
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 237
| 83
| 0.974834
| 0.03185
|
dos
| 1
|
33.445045
| 8,115
| 15,529
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 453
| 12
| 0.037529
| 0.657062
|
normal
| 0
|
1.820401
| 11,842
| 42,129
| 3
| 0
| 3
| 4
| 1
| 0
| 0
| 307
| 74
| 0.17872
| 0.928705
|
r2l
| 1
|
3.840839
| 6,313,351
| 73,421
| 1
| 1
| 3
| 2
| 0
| 0
| 0
| 219
| 46
| 0.727727
| 0.444931
|
dos
| 1
|
14.199333
| 1,473
| 34,341
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 210
| 89
| 0.127654
| 0.220897
|
normal
| 0
|
12.513841
| 8,582,005
| 8,511
| 3
| 1
| 2
| 1
| 1
| 0
| 0
| 480
| 16
| 0.911578
| 0.063077
|
dos
| 1
|
129.235025
| 11,590
| 72,713
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 323
| 63
| 0.165244
| 0.261016
|
normal
| 0
|
27.060394
| 49,704
| 50,960
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 440
| 39
| 0.028539
| 0.52812
|
normal
| 0
|
15.134124
| 7,266,200
| 43,423
| 3
| 1
| 2
| 1
| 0
| 0
| 0
| 114
| 28
| 0.945505
| 0.891787
|
dos
| 1
|
11.112651
| 29,906
| 62,578
| 3
| 0
| 1
| 8
| 1
| 0
| 0
| 471
| 57
| 0.182386
| 0.698857
|
r2l
| 1
|
162.336083
| 20,498
| 55,379
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 384
| 60
| 0.020315
| 0.710384
|
normal
| 0
|
32.681486
| 6,149
| 99,920
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 456
| 86
| 0.193441
| 0.463529
|
normal
| 0
|
32.356021
| 48,751
| 61,357
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 302
| 2
| 0.088818
| 0.892838
|
normal
| 0
|
179.505245
| 22,142
| 4,978
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 122
| 77
| 0.014007
| 0.86434
|
normal
| 0
|
15.997369
| 43,048
| 95,287
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 74
| 62
| 0.19711
| 0.249269
|
normal
| 0
|
95.900929
| 25,804
| 69,436
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 71
| 53
| 0.108591
| 0.510935
|
normal
| 0
|
310.139246
| 25,785
| 99,174
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 412
| 97
| 0.080284
| 0.189704
|
normal
| 0
|
184.07595
| 8,797
| 82,219
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 166
| 2
| 0.154533
| 0.464742
|
normal
| 0
|
6.380837
| 39,896
| 2,269
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 24
| 74
| 0.005514
| 0.912077
|
normal
| 0
|
11.827413
| 1,406,383
| 9,125
| 4
| 0
| 0
| 2
| 0
| 0
| 0
| 248
| 73
| 0.765246
| 0.677054
|
dos
| 1
|
25.868007
| 8,967,802
| 37,096
| 4
| 0
| 2
| 1
| 1
| 0
| 0
| 216
| 84
| 0.878125
| 0.10329
|
dos
| 1
|
298.06592
| 37,904
| 18,609
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 472
| 24
| 0.124566
| 0.705256
|
normal
| 0
|
426.453279
| 23,621
| 81,993
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 93
| 75
| 0.114201
| 0.877776
|
normal
| 0
|
26.787032
| 485
| 56,184
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 408
| 10
| 0.073977
| 0.668554
|
normal
| 0
|
110.775105
| 30,444
| 50,521
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 39
| 24
| 0.164785
| 0.03502
|
normal
| 0
|
184.283215
| 11,826
| 76,544
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 131
| 15
| 0.172576
| 0.023722
|
normal
| 0
|
4.736675
| 1,338,059
| 7,709
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 356
| 87
| 0.988753
| 0.008275
|
dos
| 1
|
20.786171
| 37,639
| 26,376
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 102
| 5
| 0.154328
| 0.789657
|
normal
| 0
|
1.127434
| 7,380
| 88,683
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 239
| 40
| 0.170437
| 0.740323
|
normal
| 0
|
53.096448
| 18,380
| 84,768
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 282
| 42
| 0.167859
| 0.167855
|
normal
| 0
|
229.697548
| 28,530
| 24,857
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 399
| 49
| 0.063492
| 0.786061
|
normal
| 0
|
233.283452
| 36,385
| 27,945
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 452
| 15
| 0.053001
| 0.19455
|
normal
| 0
|
2.33808
| 27,010
| 49,865
| 2
| 2
| 0
| 2
| 0
| 9
| 0
| 332
| 65
| 0.07242
| 0.9129
|
u2r
| 1
|
22.859901
| 29,694
| 7,465
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 69
| 42
| 0.072601
| 0.382612
|
normal
| 0
|
52.43286
| 30,565
| 64,095
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 249
| 2
| 0.100141
| 0.009441
|
normal
| 0
|
151.697061
| 33,678
| 23,590
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 18
| 37
| 0.012569
| 0.97951
|
normal
| 0
|
14.089806
| 26,078
| 5,436
| 4
| 0
| 0
| 14
| 1
| 0
| 0
| 324
| 24
| 0.103675
| 0.992945
|
r2l
| 1
|
72.123753
| 47,716
| 73,463
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 131
| 12
| 0.091277
| 0.991727
|
normal
| 0
|
89.632117
| 3,894
| 64,814
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 486
| 80
| 0.029688
| 0.093374
|
normal
| 0
|
4.588653
| 5,407
| 91,049
| 4
| 2
| 18
| 0
| 1
| 0
| 0
| 401
| 36
| 0.107517
| 0.069214
|
probe
| 1
|
64.944354
| 27,080
| 815
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 345
| 11
| 0.124809
| 0.450995
|
normal
| 0
|
483.625639
| 8,221
| 50,927
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 471
| 44
| 0.064021
| 0.283857
|
normal
| 0
|
9.26046
| 42,276
| 10,419
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 372
| 14
| 0.047303
| 0.525244
|
normal
| 0
|
73.240098
| 5,329
| 74,906
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 73
| 29
| 0.002204
| 0.769149
|
normal
| 0
|
35.047884
| 3,055
| 38,044
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 105
| 66
| 0.101917
| 0.060476
|
normal
| 0
|
77.634032
| 28,698
| 59,775
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 182
| 35
| 0.009887
| 0.055536
|
normal
| 0
|
85.289058
| 49,213
| 52,066
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 388
| 63
| 0.101217
| 0.315904
|
normal
| 0
|
86.150169
| 3,053
| 40,558
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 86
| 32
| 0.15345
| 0.298589
|
normal
| 0
|
191.195471
| 38,610
| 59,675
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 184
| 54
| 0.163779
| 0.895983
|
normal
| 0
|
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