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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37.49299
| 36,517
| 76,854
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 454
| 52
| 0.163349
| 0.73828
|
normal
| 0
|
13.945012
| 47,500
| 84,350
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 89
| 29
| 0.162267
| 0.087699
|
normal
| 0
|
175.263315
| 29,717
| 55,729
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 308
| 31
| 0.099412
| 0.356047
|
normal
| 0
|
0.249857
| 38,505
| 44,102
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 248
| 89
| 0.022622
| 0.750198
|
normal
| 0
|
178.431714
| 36,071
| 9,821
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 332
| 1
| 0.105167
| 0.119841
|
normal
| 0
|
30.423409
| 10,092
| 50,625
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 336
| 6
| 0.084045
| 0.416712
|
normal
| 0
|
216.040237
| 40,103
| 90,591
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 79
| 17
| 0.127022
| 0.551585
|
normal
| 0
|
117.596596
| 7,393
| 95,374
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 243
| 9
| 0.080162
| 0.262526
|
normal
| 0
|
109.716334
| 42,476
| 16,944
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 426
| 65
| 0.19861
| 0.961652
|
normal
| 0
|
4.083039
| 1,070,647
| 64,933
| 2
| 2
| 3
| 1
| 0
| 0
| 0
| 238
| 15
| 0.94178
| 0.493044
|
dos
| 1
|
0.429543
| 6,335,519
| 2,695
| 3
| 2
| 0
| 1
| 1
| 0
| 0
| 235
| 17
| 0.716855
| 0.893071
|
dos
| 1
|
9.118948
| 3,448,798
| 62,855
| 3
| 0
| 2
| 2
| 0
| 0
| 0
| 115
| 56
| 0.785884
| 0.543159
|
dos
| 1
|
19.297813
| 34,829
| 7,910
| 1
| 1
| 1
| 19
| 0
| 0
| 0
| 129
| 50
| 0.194191
| 0.839674
|
r2l
| 1
|
46.562705
| 7,047
| 76,387
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 117
| 65
| 0.100487
| 0.952722
|
normal
| 0
|
91.717784
| 943
| 14,803
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 98
| 27
| 0.05171
| 0.933811
|
normal
| 0
|
65.827
| 49,245
| 72,996
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 290
| 51
| 0.022346
| 0.435316
|
normal
| 0
|
22.147075
| 26,316
| 76,487
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 365
| 70
| 0.189755
| 0.969127
|
normal
| 0
|
1.52056
| 43,369
| 97,101
| 2
| 0
| 14
| 2
| 0
| 0
| 0
| 119
| 20
| 0.06287
| 0.296359
|
probe
| 1
|
13.152914
| 42,760
| 12,408
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 360
| 82
| 0.045654
| 0.631548
|
normal
| 0
|
19.280272
| 43,399
| 60,130
| 0
| 2
| 18
| 1
| 1
| 0
| 0
| 223
| 69
| 0.180581
| 0.803422
|
probe
| 1
|
3.206828
| 7,503
| 98,257
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 312
| 78
| 0.100081
| 0.078821
|
normal
| 0
|
0.180402
| 21,113
| 34,229
| 3
| 1
| 3
| 17
| 1
| 0
| 0
| 53
| 61
| 0.144542
| 0.76403
|
r2l
| 1
|
22.13061
| 1,704
| 29,460
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 315
| 31
| 0.021597
| 0.989396
|
normal
| 0
|
11.689601
| 42,329
| 29,796
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 125
| 18
| 0.054452
| 0.211785
|
normal
| 0
|
86.031609
| 12,962
| 82,814
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 330
| 18
| 0.005305
| 0.819118
|
normal
| 0
|
8.336635
| 45,392
| 41,966
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 457
| 70
| 0.124771
| 0.561672
|
normal
| 0
|
92.244277
| 11,694
| 70,814
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 492
| 35
| 0.178594
| 0.916271
|
normal
| 0
|
190.130637
| 6,606
| 66,053
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 183
| 38
| 0.179321
| 0.446638
|
normal
| 0
|
8.108254
| 705,245
| 6,825
| 3
| 2
| 4
| 0
| 1
| 0
| 0
| 70
| 3
| 0.964367
| 0.792639
|
dos
| 1
|
160.878115
| 2,890
| 40,822
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 383
| 29
| 0.076473
| 0.718628
|
normal
| 0
|
50.166346
| 36,809
| 70,835
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 414
| 39
| 0.073918
| 0.508751
|
normal
| 0
|
17.374718
| 12,514
| 47,003
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 21
| 52
| 0.199145
| 0.884349
|
normal
| 0
|
23.149009
| 6,653,133
| 99,304
| 1
| 0
| 3
| 2
| 1
| 0
| 0
| 118
| 39
| 0.56215
| 0.888916
|
dos
| 1
|
251.040347
| 49,109
| 20,131
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 285
| 58
| 0.026829
| 0.98418
|
normal
| 0
|
11.721467
| 42,924
| 74,367
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 346
| 85
| 0.023503
| 0.266554
|
normal
| 0
|
201.57743
| 21,717
| 66,265
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 320
| 56
| 0.139759
| 0.572061
|
normal
| 0
|
78.579906
| 42,228
| 94,860
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 227
| 58
| 0.18839
| 0.262291
|
normal
| 0
|
3.983933
| 5,892
| 25,008
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 407
| 4
| 0.165432
| 0.869643
|
normal
| 0
|
62.450984
| 32,823
| 88,707
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 496
| 57
| 0.118164
| 0.692406
|
normal
| 0
|
170.072851
| 18,970
| 20,321
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 25
| 60
| 0.030876
| 0.795031
|
normal
| 0
|
17.883174
| 2,734,609
| 2,810
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 98
| 65
| 0.73616
| 0.895826
|
dos
| 1
|
67.095998
| 43,515
| 35,705
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 393
| 15
| 0.180393
| 0.528335
|
normal
| 0
|
196.64692
| 15,024
| 36,964
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 109
| 20
| 0.17369
| 0.974537
|
normal
| 0
|
12.824796
| 48,395
| 39,231
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 136
| 10
| 0.036485
| 0.609935
|
normal
| 0
|
5.989711
| 19,327
| 17,505
| 1
| 1
| 0
| 13
| 1
| 0
| 0
| 244
| 20
| 0.17192
| 0.648225
|
r2l
| 1
|
187.367178
| 40,657
| 13,135
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 64
| 85
| 0.140076
| 0.056852
|
normal
| 0
|
7.117422
| 1,055,432
| 80,569
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 161
| 84
| 0.808607
| 0.147064
|
dos
| 1
|
170.313198
| 44,871
| 59,222
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 212
| 95
| 0.135423
| 0.713501
|
normal
| 0
|
78.485796
| 28,718
| 29,838
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 306
| 40
| 0.172858
| 0.598091
|
normal
| 0
|
112.443
| 19,722
| 19,800
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 145
| 95
| 0.164038
| 0.970312
|
normal
| 0
|
1.988048
| 38,152
| 55,132
| 2
| 0
| 1
| 5
| 0
| 0
| 0
| 442
| 51
| 0.044835
| 0.373589
|
r2l
| 1
|
43.916957
| 2,789
| 14,691
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 144
| 13
| 0.030624
| 0.821426
|
normal
| 0
|
16.725883
| 2,056,933
| 9,806
| 3
| 0
| 3
| 0
| 1
| 0
| 0
| 463
| 10
| 0.917526
| 0.732879
|
dos
| 1
|
11.367156
| 14,999
| 31,588
| 1
| 0
| 25
| 2
| 1
| 0
| 0
| 397
| 28
| 0.042582
| 0.186732
|
probe
| 1
|
58.031714
| 36,200
| 7,522
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 197
| 79
| 0.049002
| 0.187006
|
normal
| 0
|
32.95816
| 7,054
| 61,869
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 358
| 92
| 0.129539
| 0.176033
|
normal
| 0
|
13.112035
| 40,131
| 50,214
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 142
| 29
| 0.04231
| 0.375002
|
normal
| 0
|
38.840426
| 26,056
| 40,238
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 241
| 65
| 0.126483
| 0.139246
|
normal
| 0
|
1.304376
| 4,404,701
| 97,828
| 4
| 2
| 0
| 0
| 1
| 0
| 0
| 372
| 87
| 0.917918
| 0.867744
|
dos
| 1
|
18.877484
| 39,918
| 13,597
| 1
| 1
| 7
| 0
| 1
| 0
| 0
| 402
| 36
| 0.033342
| 0.668583
|
probe
| 1
|
137.834067
| 48,948
| 70,086
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 34
| 25
| 0.173027
| 0.821506
|
normal
| 0
|
19.261174
| 21,745
| 41,478
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 203
| 59
| 0.085997
| 0.054779
|
normal
| 0
|
20.384422
| 7,408,635
| 52,576
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 290
| 51
| 0.718552
| 0.724091
|
dos
| 1
|
12.200501
| 42,250
| 5,934
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 489
| 81
| 0.007835
| 0.41085
|
normal
| 0
|
16.521611
| 4,110,859
| 65,745
| 4
| 0
| 2
| 0
| 1
| 0
| 0
| 208
| 72
| 0.812709
| 0.766451
|
dos
| 1
|
96.086031
| 17,826
| 90,978
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 168
| 3
| 0.020954
| 0.633031
|
normal
| 0
|
93.517242
| 4,853
| 80,315
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 342
| 63
| 0.074477
| 0.319508
|
normal
| 0
|
23.999971
| 7,236
| 32,943
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 99
| 73
| 0.17785
| 0.948084
|
normal
| 0
|
64.325894
| 28,082
| 72,790
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 152
| 25
| 0.145328
| 0.503066
|
normal
| 0
|
199.001165
| 25,664
| 70,392
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 18
| 28
| 0.157106
| 0.440278
|
normal
| 0
|
19.140449
| 44,605
| 85,449
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 367
| 45
| 0.11182
| 0.575559
|
normal
| 0
|
1.939745
| 48,868
| 8,408
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 194
| 36
| 0.043005
| 0.401761
|
normal
| 0
|
0.910562
| 7,672,191
| 52,062
| 2
| 1
| 4
| 1
| 0
| 0
| 0
| 401
| 36
| 0.783217
| 0.044099
|
dos
| 1
|
3.377961
| 221
| 46,486
| 3
| 2
| 12
| 0
| 0
| 0
| 0
| 226
| 17
| 0.047615
| 0.706588
|
probe
| 1
|
390.903939
| 2,314
| 49,755
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 1
| 68
| 0.04507
| 0.600063
|
normal
| 0
|
94.063538
| 41,893
| 46,508
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 408
| 27
| 0.170282
| 0.384019
|
normal
| 0
|
63.562639
| 34,937
| 44,263
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 411
| 20
| 0.049793
| 0.554555
|
normal
| 0
|
56.210583
| 10,176
| 99,123
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 246
| 63
| 0.193933
| 0.287702
|
normal
| 0
|
85.113676
| 12,348
| 14,022
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 334
| 16
| 0.13831
| 0.507586
|
normal
| 0
|
9.499711
| 2,062
| 56,749
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 488
| 96
| 0.071775
| 0.84139
|
normal
| 0
|
265.953234
| 20,507
| 10,663
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 258
| 17
| 0.002355
| 0.10097
|
normal
| 0
|
98.25429
| 25,083
| 11,662
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 395
| 34
| 0.049088
| 0.551563
|
normal
| 0
|
20.331457
| 29,253
| 80,752
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 352
| 18
| 0.11102
| 0.820462
|
normal
| 0
|
82.686386
| 6,542
| 68,548
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 261
| 67
| 0.055953
| 0.849331
|
normal
| 0
|
10.204126
| 48,019
| 97,868
| 2
| 0
| 2
| 2
| 0
| 4
| 0
| 90
| 49
| 0.006822
| 0.00058
|
u2r
| 1
|
1.770859
| 18,853
| 59,970
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 294
| 75
| 0.042229
| 0.338808
|
normal
| 0
|
99.565051
| 26,838
| 65,720
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 263
| 12
| 0.109781
| 0.630436
|
normal
| 0
|
104.549818
| 18,803
| 25,177
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 99
| 89
| 0.155171
| 0.555959
|
normal
| 0
|
87.634092
| 40,824
| 17,693
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 92
| 37
| 0.143633
| 0.528084
|
normal
| 0
|
11.354212
| 3,197,471
| 99,675
| 2
| 1
| 3
| 1
| 0
| 0
| 0
| 460
| 17
| 0.646513
| 0.037879
|
dos
| 1
|
92.490235
| 1,992
| 76,494
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 409
| 44
| 0.042084
| 0.365676
|
normal
| 0
|
23.001841
| 39,275
| 94,737
| 0
| 1
| 4
| 1
| 1
| 7
| 0
| 483
| 98
| 0.143625
| 0.611259
|
u2r
| 1
|
93.965751
| 10,589
| 17,396
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 479
| 84
| 0.069733
| 0.298215
|
normal
| 0
|
80.747449
| 46,641
| 64,243
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 142
| 58
| 0.154487
| 0.207201
|
normal
| 0
|
20.619657
| 3,412,458
| 26,430
| 2
| 1
| 3
| 0
| 1
| 0
| 0
| 234
| 81
| 0.61681
| 0.821683
|
dos
| 1
|
225.83348
| 47,642
| 6
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 57
| 84
| 0.164869
| 0.653036
|
normal
| 0
|
189.951021
| 23,993
| 4,045
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 158
| 3
| 0.160382
| 0.898398
|
normal
| 0
|
394.52795
| 1,589
| 67,159
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 167
| 1
| 0.053508
| 0.765596
|
normal
| 0
|
373.979526
| 29,853
| 80,370
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 441
| 92
| 0.087072
| 0.072908
|
normal
| 0
|
10.677766
| 26,728
| 8,254
| 3
| 0
| 10
| 1
| 1
| 0
| 0
| 22
| 47
| 0.009535
| 0.55433
|
probe
| 1
|
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