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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.32657
| 1,849,953
| 81,874
| 3
| 0
| 1
| 1
| 1
| 0
| 0
| 388
| 75
| 0.697593
| 0.900287
|
dos
| 1
|
221.106823
| 7,616
| 36,507
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 88
| 96
| 0.169851
| 0.787494
|
normal
| 0
|
0.317234
| 21,770
| 6,276
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 329
| 7
| 0.056443
| 0.265555
|
normal
| 0
|
33.144116
| 10,411
| 52,116
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 385
| 81
| 0.16917
| 0.150403
|
normal
| 0
|
77.279065
| 5,055
| 22,000
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 475
| 73
| 0.064312
| 0.849823
|
normal
| 0
|
0.927385
| 188,410
| 40,531
| 1
| 2
| 0
| 2
| 1
| 0
| 0
| 225
| 30
| 0.520017
| 0.137865
|
dos
| 1
|
3.442842
| 13,422
| 80,773
| 4
| 1
| 4
| 10
| 0
| 0
| 0
| 61
| 34
| 0.175385
| 0.496326
|
r2l
| 1
|
4.658533
| 43,848
| 16,284
| 0
| 0
| 13
| 2
| 0
| 0
| 0
| 221
| 67
| 0.020953
| 0.108031
|
probe
| 1
|
64.986357
| 33,505
| 60,268
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 57
| 43
| 0.12607
| 0.829913
|
normal
| 0
|
168.578864
| 252
| 2,919
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 127
| 46
| 0.102044
| 0.298962
|
normal
| 0
|
10.338523
| 13,573
| 11,196
| 3
| 2
| 0
| 2
| 1
| 3
| 1
| 64
| 93
| 0.154045
| 0.571089
|
u2r
| 1
|
14.167941
| 7,240,305
| 50,722
| 4
| 0
| 2
| 1
| 0
| 0
| 0
| 100
| 4
| 0.61128
| 0.963406
|
dos
| 1
|
0.275479
| 27,109
| 26,872
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 362
| 88
| 0.132484
| 0.150301
|
normal
| 0
|
17.910165
| 15,603
| 30,538
| 2
| 0
| 7
| 2
| 1
| 0
| 0
| 47
| 46
| 0.082875
| 0.555826
|
probe
| 1
|
12.228832
| 238
| 71,292
| 2
| 1
| 15
| 0
| 1
| 0
| 0
| 374
| 29
| 0.131382
| 0.129186
|
probe
| 1
|
117.017923
| 14,641
| 6,707
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 261
| 18
| 0.07638
| 0.441668
|
normal
| 0
|
65.205698
| 6,339
| 92,448
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 221
| 45
| 0.09094
| 0.649383
|
normal
| 0
|
35.91889
| 49,977
| 92,568
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 329
| 59
| 0.029572
| 0.409669
|
normal
| 0
|
63.079669
| 46,535
| 88,796
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 227
| 39
| 0.033618
| 0.431313
|
normal
| 0
|
23.525395
| 11,834
| 78,132
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 133
| 17
| 0.194097
| 0.599034
|
normal
| 0
|
6.813033
| 8,554,357
| 90,172
| 1
| 2
| 3
| 2
| 1
| 0
| 0
| 126
| 39
| 0.636602
| 0.83481
|
dos
| 1
|
5.548378
| 118
| 19,959
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 448
| 53
| 0.163505
| 0.206822
|
normal
| 0
|
200.557443
| 42,496
| 51,980
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 36
| 3
| 0.011933
| 0.934009
|
normal
| 0
|
71.612678
| 10,746
| 18,958
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 487
| 79
| 0.069377
| 0.96696
|
normal
| 0
|
96.481548
| 39,980
| 68,918
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 35
| 74
| 0.03025
| 0.765042
|
normal
| 0
|
7.056876
| 22,005
| 69,300
| 4
| 0
| 7
| 0
| 1
| 0
| 0
| 111
| 26
| 0.089294
| 0.856083
|
probe
| 1
|
340.212632
| 16,584
| 43,207
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 462
| 79
| 0.143864
| 0.737397
|
normal
| 0
|
33.107815
| 25,268
| 15,150
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 2
| 36
| 0.08905
| 0.723164
|
normal
| 0
|
19.09441
| 4,517,323
| 3,424
| 4
| 0
| 1
| 0
| 1
| 0
| 0
| 71
| 12
| 0.759935
| 0.780278
|
dos
| 1
|
502.321992
| 47,221
| 50,250
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 271
| 28
| 0.114656
| 0.08331
|
normal
| 0
|
212.942535
| 14,564
| 14,271
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 332
| 82
| 0.076409
| 0.840543
|
normal
| 0
|
76.858181
| 7,235
| 76,531
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 486
| 3
| 0.057641
| 0.227963
|
normal
| 0
|
464.334184
| 6,129
| 13,582
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 479
| 26
| 0.103795
| 0.514179
|
normal
| 0
|
120.854947
| 12,753
| 78,868
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 367
| 27
| 0.168876
| 0.926497
|
normal
| 0
|
23.407864
| 2,609
| 44,067
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 232
| 63
| 0.176352
| 0.418712
|
normal
| 0
|
52.019641
| 46,340
| 65,733
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 137
| 16
| 0.011601
| 0.598262
|
normal
| 0
|
8.555567
| 2,055
| 68,224
| 4
| 2
| 18
| 0
| 0
| 0
| 0
| 406
| 57
| 0.068153
| 0.654152
|
probe
| 1
|
42.161539
| 9,946
| 7,098
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 254
| 46
| 0.110448
| 0.980743
|
normal
| 0
|
142.902
| 7,178
| 22,513
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 222
| 84
| 0.152525
| 0.392615
|
normal
| 0
|
87.770226
| 40,411
| 9,062
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 107
| 91
| 0.040517
| 0.209154
|
normal
| 0
|
3.883721
| 26,364
| 66,045
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 422
| 19
| 0.118305
| 0.377658
|
normal
| 0
|
209.92238
| 17,394
| 77,761
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 253
| 4
| 0.076539
| 0.47394
|
normal
| 0
|
35.210844
| 6,263
| 92,568
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 408
| 39
| 0.062803
| 0.974239
|
normal
| 0
|
3.447136
| 45,701
| 94,503
| 4
| 2
| 4
| 12
| 0
| 0
| 0
| 92
| 49
| 0.126192
| 0.910531
|
r2l
| 1
|
308.326881
| 24,477
| 56,249
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 381
| 59
| 0.019546
| 0.606588
|
normal
| 0
|
282.229535
| 6,815
| 83,808
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 16
| 33
| 0.035221
| 0.110992
|
normal
| 0
|
166.668365
| 22,626
| 31,346
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 401
| 65
| 0.059092
| 0.535989
|
normal
| 0
|
21.990578
| 39,473
| 65,381
| 0
| 2
| 1
| 2
| 1
| 5
| 1
| 207
| 61
| 0.070057
| 0.940532
|
u2r
| 1
|
76.063992
| 32,561
| 37,439
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 460
| 66
| 0.067448
| 0.39103
|
normal
| 0
|
25.399282
| 49,856
| 5,010
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 97
| 47
| 0.18057
| 0.022452
|
normal
| 0
|
30.066662
| 18,854
| 984
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 110
| 57
| 0.109633
| 0.687508
|
normal
| 0
|
4.699469
| 8,533,473
| 33,563
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 412
| 32
| 0.665
| 0.64476
|
dos
| 1
|
4.169065
| 43,070
| 66,383
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 388
| 58
| 0.195012
| 0.28249
|
normal
| 0
|
15.778966
| 12,427
| 87,637
| 0
| 1
| 6
| 1
| 0
| 0
| 0
| 341
| 46
| 0.153398
| 0.924572
|
probe
| 1
|
250.927934
| 47,155
| 19,377
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 46
| 89
| 0.072568
| 0.214216
|
normal
| 0
|
47.927459
| 13,321
| 7,627
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 149
| 79
| 0.079868
| 0.970848
|
normal
| 0
|
72.447779
| 16,686
| 37,225
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 389
| 56
| 0.078125
| 0.741028
|
normal
| 0
|
62.75831
| 16,192
| 37,339
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 55
| 49
| 0.073149
| 0.916666
|
normal
| 0
|
213.876513
| 13,970
| 12,591
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 268
| 98
| 0.097674
| 0.522361
|
normal
| 0
|
116.668305
| 33,110
| 26,808
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 237
| 51
| 0.018883
| 0.581613
|
normal
| 0
|
29.865235
| 6,787,612
| 92,424
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 244
| 78
| 0.724433
| 0.481227
|
dos
| 1
|
59.211026
| 19,205
| 9,629
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 200
| 35
| 0.089949
| 0.643627
|
normal
| 0
|
56.030648
| 8,951
| 57,745
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 76
| 42
| 0.138807
| 0.766022
|
normal
| 0
|
320.239165
| 41,772
| 92,332
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 459
| 39
| 0.041634
| 0.086604
|
normal
| 0
|
19.274882
| 44,955
| 19,538
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 351
| 9
| 0.04695
| 0.158699
|
normal
| 0
|
9.384522
| 9,466
| 62,785
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 141
| 47
| 0.07673
| 0.430355
|
normal
| 0
|
212.543381
| 38,087
| 25,482
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 224
| 31
| 0.110121
| 0.485341
|
normal
| 0
|
226.998228
| 24,922
| 86,361
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 57
| 16
| 0.154955
| 0.835151
|
normal
| 0
|
7.446561
| 17,214
| 1,095
| 3
| 1
| 9
| 2
| 0
| 0
| 0
| 58
| 58
| 0.123877
| 0.904811
|
probe
| 1
|
4.598484
| 28,619
| 44,482
| 3
| 1
| 2
| 10
| 0
| 0
| 0
| 463
| 98
| 0.012184
| 0.484094
|
r2l
| 1
|
107.805826
| 8,787
| 34,574
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 381
| 87
| 0.019906
| 0.263818
|
normal
| 0
|
82.86532
| 23,042
| 47,911
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 94
| 18
| 0.055517
| 0.636851
|
normal
| 0
|
7.197713
| 43,722
| 50,828
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 454
| 10
| 0.081342
| 0.665368
|
normal
| 0
|
90.593181
| 30,180
| 73,935
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 200
| 9
| 0.109035
| 0.195332
|
normal
| 0
|
1.370767
| 2,675
| 75,093
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 271
| 49
| 0.097489
| 0.359005
|
normal
| 0
|
39.302394
| 23,992
| 62,496
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 124
| 21
| 0.026461
| 0.692807
|
normal
| 0
|
5.973379
| 1,278,248
| 5,501
| 2
| 2
| 4
| 2
| 1
| 0
| 0
| 95
| 19
| 0.78258
| 0.898822
|
dos
| 1
|
36.247066
| 29,670
| 29,660
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 398
| 75
| 0.176118
| 0.468198
|
normal
| 0
|
281.052559
| 8,835
| 43,885
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 73
| 7
| 0.11996
| 0.06182
|
normal
| 0
|
28.78607
| 11,355
| 45,217
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 156
| 4
| 0.172772
| 0.352775
|
normal
| 0
|
37.769758
| 39,701
| 10,255
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 62
| 82
| 0.080597
| 0.920254
|
normal
| 0
|
98.995745
| 10,194
| 56,333
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 19
| 46
| 0.119503
| 0.892906
|
normal
| 0
|
143.391849
| 20,798
| 24,821
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 176
| 17
| 0.008863
| 0.381589
|
normal
| 0
|
69.592658
| 21,574
| 62,509
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 73
| 29
| 0.089377
| 0.151496
|
normal
| 0
|
7.208322
| 1,218,919
| 89,988
| 2
| 0
| 2
| 0
| 1
| 0
| 0
| 55
| 28
| 0.514027
| 0.655032
|
dos
| 1
|
4.107247
| 35,018
| 51,754
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 462
| 99
| 0.039069
| 0.329036
|
normal
| 0
|
255.354751
| 6,203
| 81,297
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 57
| 28
| 0.03731
| 0.315542
|
normal
| 0
|
21.853892
| 17,367
| 21,551
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 291
| 4
| 0.165209
| 0.645584
|
normal
| 0
|
215.622536
| 36,843
| 14,015
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 220
| 76
| 0.096262
| 0.725439
|
normal
| 0
|
51.226529
| 49,258
| 85,401
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 43
| 91
| 0.018715
| 0.416631
|
normal
| 0
|
19.343786
| 1,549,887
| 83,397
| 2
| 1
| 3
| 2
| 1
| 0
| 0
| 483
| 94
| 0.763171
| 0.455694
|
dos
| 1
|
0.963965
| 24,129
| 88,205
| 1
| 0
| 17
| 2
| 0
| 0
| 0
| 170
| 4
| 0.093406
| 0.874147
|
probe
| 1
|
17.985075
| 1,985,303
| 2,497
| 1
| 0
| 4
| 2
| 1
| 0
| 0
| 277
| 11
| 0.978385
| 0.367231
|
dos
| 1
|
250.161632
| 4,291
| 62,652
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 451
| 65
| 0.070041
| 0.308083
|
normal
| 0
|
28.172305
| 5,723
| 5,850
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 465
| 49
| 0.182601
| 0.70009
|
normal
| 0
|
27.989926
| 2,393
| 67,323
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 193
| 91
| 0.151849
| 0.569954
|
normal
| 0
|
168.297088
| 40,259
| 50,964
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 316
| 36
| 0.095252
| 0.122598
|
normal
| 0
|
2.432674
| 20,693
| 97,078
| 2
| 2
| 24
| 0
| 1
| 0
| 0
| 329
| 58
| 0.194391
| 0.951843
|
probe
| 1
|
25.107491
| 27,267
| 94,323
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 159
| 14
| 0.092153
| 0.713369
|
normal
| 0
|
70.052951
| 37,293
| 84,866
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 34
| 87
| 0.171111
| 0.911017
|
normal
| 0
|
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