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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56.730272
| 33,572
| 5,956
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 14
| 5
| 0.19249
| 0.875063
|
normal
| 0
|
67.034803
| 10,060
| 61,409
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 125
| 26
| 0.151261
| 0.824654
|
normal
| 0
|
6.668761
| 33,937
| 85,264
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 472
| 61
| 0.077296
| 0.388129
|
normal
| 0
|
3.827399
| 5,145,288
| 7,579
| 4
| 0
| 3
| 0
| 0
| 0
| 0
| 38
| 54
| 0.698232
| 0.6599
|
dos
| 1
|
55.568295
| 26,959
| 8,227
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 120
| 86
| 0.079815
| 0.910914
|
normal
| 0
|
124.66864
| 40,596
| 78,245
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 256
| 61
| 0.160013
| 0.718294
|
normal
| 0
|
6.03303
| 22,964
| 19,933
| 2
| 1
| 17
| 1
| 0
| 0
| 0
| 251
| 90
| 0.197265
| 0.380028
|
probe
| 1
|
7.192501
| 9,864,554
| 87,541
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 165
| 6
| 0.757504
| 0.482355
|
dos
| 1
|
12.483827
| 9,060
| 55,877
| 4
| 2
| 0
| 10
| 0
| 0
| 0
| 344
| 57
| 0.000132
| 0.968564
|
r2l
| 1
|
3.195207
| 3,353,908
| 17,817
| 2
| 1
| 2
| 0
| 0
| 0
| 0
| 96
| 72
| 0.986037
| 0.073768
|
dos
| 1
|
19.717181
| 47,742
| 29,134
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 190
| 48
| 0.09247
| 0.205571
|
normal
| 0
|
107.06466
| 44,783
| 80
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 22
| 73
| 0.175245
| 0.89998
|
normal
| 0
|
3.959767
| 8,551
| 42,462
| 4
| 1
| 1
| 8
| 1
| 0
| 0
| 140
| 7
| 0.152524
| 0.091079
|
r2l
| 1
|
5.842772
| 23,130
| 87,425
| 0
| 2
| 17
| 0
| 1
| 0
| 0
| 203
| 26
| 0.023253
| 0.605873
|
probe
| 1
|
93.313568
| 39,603
| 78,243
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 369
| 41
| 0.052109
| 0.613563
|
normal
| 0
|
52.75106
| 48,494
| 52,663
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 93
| 44
| 0.05529
| 0.132606
|
normal
| 0
|
37.48102
| 26,263
| 55,330
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 131
| 18
| 0.080969
| 0.209682
|
normal
| 0
|
7.857012
| 7,868,031
| 84,862
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 68
| 98
| 0.936157
| 0.190845
|
dos
| 1
|
13.462908
| 24,759
| 90,906
| 3
| 2
| 4
| 0
| 1
| 2
| 1
| 275
| 24
| 0.152162
| 0.827338
|
u2r
| 1
|
68.672023
| 20,989
| 24,759
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 35
| 1
| 0.086986
| 0.663689
|
normal
| 0
|
34.277274
| 5,375
| 25,747
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 396
| 5
| 0.190969
| 0.589203
|
normal
| 0
|
147.020745
| 22,955
| 50,439
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 330
| 33
| 0.118639
| 0.989246
|
normal
| 0
|
20.679842
| 47,141
| 95,047
| 2
| 0
| 2
| 9
| 1
| 0
| 0
| 10
| 56
| 0.085972
| 0.709222
|
r2l
| 1
|
5.661116
| 127,442
| 36,328
| 4
| 2
| 4
| 1
| 1
| 0
| 0
| 394
| 49
| 0.702562
| 0.944232
|
dos
| 1
|
5.323269
| 8,646,376
| 7,793
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 209
| 80
| 0.769108
| 0.444189
|
dos
| 1
|
13.342162
| 22,724
| 75,610
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 215
| 33
| 0.164663
| 0.810485
|
normal
| 0
|
376.625603
| 18,714
| 49,433
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 399
| 89
| 0.018491
| 0.280609
|
normal
| 0
|
423.44546
| 44,458
| 70,246
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 13
| 23
| 0.103044
| 0.280746
|
normal
| 0
|
276.017773
| 20,231
| 40,541
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 15
| 6
| 0.136529
| 0.823275
|
normal
| 0
|
0.312669
| 995
| 16,700
| 2
| 0
| 16
| 2
| 0
| 0
| 0
| 136
| 94
| 0.18298
| 0.864368
|
probe
| 1
|
13.799003
| 4,455,121
| 19,347
| 1
| 2
| 2
| 2
| 1
| 0
| 0
| 199
| 67
| 0.519836
| 0.384666
|
dos
| 1
|
14.221045
| 11,141
| 99,395
| 0
| 1
| 0
| 1
| 0
| 6
| 1
| 464
| 58
| 0.194727
| 0.131462
|
u2r
| 1
|
30.59974
| 10,717
| 92,956
| 4
| 2
| 0
| 2
| 1
| 7
| 1
| 486
| 19
| 0.152729
| 0.333781
|
u2r
| 1
|
23.060714
| 1,210
| 21,983
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 153
| 30
| 0.092458
| 0.184353
|
normal
| 0
|
9.084636
| 4,220,313
| 82,596
| 4
| 2
| 3
| 2
| 0
| 0
| 0
| 375
| 40
| 0.615054
| 0.617086
|
dos
| 1
|
5.583376
| 9,450
| 99,428
| 3
| 0
| 1
| 7
| 1
| 0
| 0
| 321
| 88
| 0.046536
| 0.266389
|
r2l
| 1
|
4.014227
| 8,542,791
| 76,018
| 3
| 0
| 1
| 2
| 1
| 0
| 0
| 60
| 46
| 0.73125
| 0.721331
|
dos
| 1
|
40.559212
| 31,307
| 99,417
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 62
| 42
| 0.098477
| 0.040608
|
normal
| 0
|
1.795512
| 13,207
| 67,508
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 41
| 93
| 0.124777
| 0.443767
|
normal
| 0
|
138.427842
| 1,940
| 11,140
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 157
| 17
| 0.043846
| 0.090242
|
normal
| 0
|
1.104339
| 28,340
| 73,303
| 0
| 2
| 1
| 13
| 1
| 0
| 0
| 259
| 38
| 0.083427
| 0.776696
|
r2l
| 1
|
6.472215
| 43,970
| 86,142
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 156
| 25
| 0.06926
| 0.368161
|
normal
| 0
|
334.493689
| 33,610
| 37,482
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 343
| 46
| 0.154978
| 0.80833
|
normal
| 0
|
2.288135
| 3,260
| 60,717
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 335
| 44
| 0.115502
| 0.693381
|
normal
| 0
|
89.150214
| 37,409
| 73,197
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 50
| 65
| 0.017454
| 0.864489
|
normal
| 0
|
149.775103
| 40,549
| 7,143
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 416
| 16
| 0.115953
| 0.928871
|
normal
| 0
|
155.068003
| 23,491
| 97,700
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 409
| 76
| 0.196952
| 0.090447
|
normal
| 0
|
3.488666
| 20,289
| 89,229
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 404
| 75
| 0.03302
| 0.081375
|
normal
| 0
|
236.888658
| 25,716
| 77,700
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 72
| 74
| 0.07518
| 0.685135
|
normal
| 0
|
1.735002
| 918,769
| 47,356
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 22
| 3
| 0.561906
| 0.128599
|
dos
| 1
|
82.414549
| 40,976
| 72,917
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 153
| 93
| 0.011942
| 0.785161
|
normal
| 0
|
5.139952
| 42,715
| 31,018
| 3
| 1
| 20
| 2
| 0
| 0
| 0
| 165
| 98
| 0.046662
| 0.83734
|
probe
| 1
|
4.590517
| 47,136
| 683
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 10
| 95
| 0.136337
| 0.885719
|
normal
| 0
|
82.543168
| 47,889
| 34,743
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 208
| 68
| 0.055093
| 0.370478
|
normal
| 0
|
13.862423
| 18,051
| 65,839
| 0
| 1
| 20
| 2
| 1
| 0
| 0
| 451
| 32
| 0.14428
| 0.993063
|
probe
| 1
|
148.195279
| 18,294
| 12,189
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 46
| 3
| 0.089185
| 0.619675
|
normal
| 0
|
51.731927
| 40,742
| 51,104
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 155
| 45
| 0.041159
| 0.754591
|
normal
| 0
|
115.068747
| 37,991
| 74,988
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 415
| 50
| 0.158264
| 0.766457
|
normal
| 0
|
3.707226
| 2,537,341
| 72,933
| 1
| 2
| 1
| 2
| 0
| 0
| 0
| 146
| 18
| 0.817005
| 0.525914
|
dos
| 1
|
14.266125
| 14,968
| 50,182
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 275
| 38
| 0.09141
| 0.711392
|
normal
| 0
|
1.254046
| 9,979,193
| 5,826
| 4
| 2
| 4
| 0
| 1
| 0
| 0
| 66
| 86
| 0.766804
| 0.72843
|
dos
| 1
|
4.659435
| 15,697
| 53,503
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 469
| 63
| 0.028142
| 0.77332
|
normal
| 0
|
77.942179
| 25,280
| 9,386
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 271
| 69
| 0.00988
| 0.45882
|
normal
| 0
|
157.972245
| 41,537
| 44,319
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 301
| 85
| 0.169363
| 0.913314
|
normal
| 0
|
94.266346
| 23,764
| 73,961
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 459
| 69
| 0.069535
| 0.39178
|
normal
| 0
|
85.555996
| 38,720
| 11,112
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 319
| 56
| 0.098826
| 0.918266
|
normal
| 0
|
114.138596
| 37,573
| 34,486
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 391
| 90
| 0.115226
| 0.3922
|
normal
| 0
|
41.49782
| 241
| 66,028
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 108
| 86
| 0.041474
| 0.430648
|
normal
| 0
|
26.383666
| 47,865
| 77,010
| 2
| 2
| 19
| 2
| 0
| 0
| 0
| 463
| 9
| 0.059234
| 0.750415
|
probe
| 1
|
37.727146
| 4,755
| 73,565
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 417
| 22
| 0.09963
| 0.844307
|
normal
| 0
|
124.517311
| 31,027
| 56,686
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 291
| 76
| 0.047583
| 0.657213
|
normal
| 0
|
18.670384
| 4,252,695
| 45,284
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 38
| 62
| 0.811596
| 0.568063
|
dos
| 1
|
1.311085
| 28,702
| 5,886
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 139
| 77
| 0.108991
| 0.401076
|
normal
| 0
|
90.682677
| 38,257
| 14,412
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 1
| 20
| 0.072381
| 0.436638
|
normal
| 0
|
23.639491
| 25,885
| 73,992
| 2
| 2
| 16
| 1
| 1
| 0
| 0
| 56
| 64
| 0.073059
| 0.604769
|
probe
| 1
|
23.122668
| 33,675
| 60,919
| 2
| 1
| 0
| 7
| 1
| 0
| 0
| 277
| 5
| 0.104438
| 0.280593
|
r2l
| 1
|
152.749694
| 7,488
| 29,415
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 478
| 3
| 0.098944
| 0.467182
|
normal
| 0
|
23.211393
| 26,804
| 18,056
| 4
| 1
| 28
| 1
| 1
| 0
| 0
| 246
| 20
| 0.065116
| 0.229966
|
probe
| 1
|
68.803358
| 37,372
| 85,567
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 27
| 79
| 0.063705
| 0.233969
|
normal
| 0
|
126.724067
| 33,841
| 22,772
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 338
| 92
| 0.071511
| 0.338186
|
normal
| 0
|
173.786307
| 35,806
| 41,388
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 225
| 5
| 0.082327
| 0.941328
|
normal
| 0
|
46.886992
| 31,501
| 52,314
| 0
| 0
| 3
| 1
| 1
| 7
| 1
| 385
| 51
| 0.085271
| 0.701861
|
u2r
| 1
|
40.966966
| 185
| 80,316
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 84
| 94
| 0.045918
| 0.206615
|
normal
| 0
|
25.324938
| 24,207
| 95,464
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 157
| 78
| 0.1376
| 0.287568
|
normal
| 0
|
60.179565
| 42,856
| 74,181
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 13
| 65
| 0.180803
| 0.850135
|
normal
| 0
|
216.338462
| 14,539
| 24,924
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 107
| 59
| 0.095976
| 0.923027
|
normal
| 0
|
42.343628
| 25,135
| 48,221
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 182
| 43
| 0.152273
| 0.776248
|
normal
| 0
|
46.915102
| 15,175
| 41,381
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 177
| 71
| 0.085109
| 0.860126
|
normal
| 0
|
196.873941
| 30,495
| 92,874
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 167
| 92
| 0.072295
| 0.894337
|
normal
| 0
|
72.43785
| 18,992
| 45,741
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 103
| 93
| 0.067209
| 0.217599
|
normal
| 0
|
76.668393
| 15,811
| 81,019
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 226
| 72
| 0.149035
| 0.48391
|
normal
| 0
|
197.185218
| 28,564
| 16,965
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 343
| 21
| 0.068282
| 0.66005
|
normal
| 0
|
67.43779
| 44,320
| 35,430
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 368
| 35
| 0.025301
| 0.944555
|
normal
| 0
|
114.431346
| 48,072
| 87,272
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 205
| 42
| 0.108459
| 0.584215
|
normal
| 0
|
19.641775
| 22,316
| 31,807
| 2
| 0
| 28
| 1
| 1
| 0
| 0
| 384
| 91
| 0.198313
| 0.913068
|
probe
| 1
|
19.678369
| 13,542
| 15,966
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 322
| 50
| 0.128692
| 0.291739
|
normal
| 0
|
51.814602
| 37,134
| 4,258
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 412
| 76
| 0.158019
| 0.734505
|
normal
| 0
|
68.287822
| 42,413
| 6,923
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 68
| 54
| 0.125635
| 0.365632
|
normal
| 0
|
337.359295
| 34,059
| 92,463
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 178
| 20
| 0.125882
| 0.728285
|
normal
| 0
|
352.851837
| 49,235
| 25,605
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 231
| 39
| 0.14531
| 0.264633
|
normal
| 0
|
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